# templates

name: Scrape business leads from Google Maps using OpenAI and Google Sheets
author_name: Dr. Firas
author_username: drfiras
categories: []
created_at: 2025-04-05T19:50:44.805Z
updated_at: 2025-04-05T19:50:44.805Z
url: https://n8n.io/workflows/3443
scraped_at: 2025-06-19 22:48:51
description:
  Google Maps Data Extraction Workflow for Lead Generation

  This workflow is ideal for sales teams, marketers, entrepreneurs, and researchers looking to efficiently gather detailed business information from Google Maps for:

  Lead generation  
  Market analysis  
  Competitive research

  Who Is This Workflow For?

  Sales professionals** aiming to build targeted contact lists  
  Marketers** looking for localized business data  
  Researchers** needing organized, comprehensive business information  

  Problem This Workflow Solves

  Manually gathering business contact details from Google Maps is:

  Tedious  
  Error-prone  
  Time-consuming  

  This workflow automates data extraction to increase efficiency, accuracy, and productivity.

  What This Workflow Does

  Automates extraction of business data (name, address, phone, email, website) from Google Maps  
  Crawls and extracts additional website content  
  Integrates OpenAI to enhance data processing  
  Stores structured results in Google Sheets for easy access and analysis  
  Uses Google Search API to fill in missing information  

  Setup

  Import the provided n8n workflow JSON into your n8n instance.  
  Set your OpenAI and Google Sheets API credentials.  
  Provide your Google Maps Scraper and Website Content Crawler API keys.  
  Ensure SerpAPI is configured to enhance data completeness.  

  Customizing This Workflow to Your Needs

  Adjust scraping parameters:
    Location  
    Business category  
    Country code  
  Customize Google Sheets output format to fit your current data structure  
  Integrate additional AI processing steps or APIs for richer data enrichment  

  Final Notes

  This structured approach ensures:

  Accurate and compliant data extraction** from Google Maps  
  Streamlined lead generation  
  Actionable and well-organized data ready for business use  

  📄 Documentation: Notion Guide

  Demo Video

  🎥 Watch the full tutorial here: YouTube Demo

nodes_used:
  ["n8n-nodes-base.googleSheets","n8n-nodes-base.httpRequest","@n8n/n8n-nodes-langchain.agent","@n8n/n8n-nodes-langchain.lmChatOpenAi","@n8n/n8n-nodes-langchain.memoryBufferWindow","@n8n/n8n-nodes-langchain.toolSerpApi","@n8n/n8n-nodes-langchain.toolWorkflow"]

workflow_json:
  {"id":"qhZvZVCoV3HLjRkq","meta":{"instanceId":"a2b23892dd6989fda7c1209b381f5850373a7d2b85609624d7c2b7a092671d44","templateCredsSetupCompleted":true},"name":"Google Maps FULL","tags":[],"nodes":[{"id":"c5d63d91-ffcc-4c05-a1ee-d78ca955fc85","name":"Trigger - When User Sends Message","type":"@n8n/n8n-nodes-langchain.chatTrigger","position":[-400,-60],"webhookId":"e5c0f357-c0a4-4ebc-9162-0382d8009539","parameters":{"options":{}},"typeVersion":1.1},{"id":"e422761f-a662-4fef-81fe-de42cdb350fc","name":"AI Agent - Lead Collection","type":"@n8n/n8n-nodes-langchain.agent","position":[-160,-60],"parameters":{"options":{"systemMessage":"' UNIFIED AND OPTIMIZED PROMPT FOR DATA EXTRACTION VIA GOOGLE MAPS SCRAPER\n\n' --- 1. Task ---\n' - Collect high-quality professional leads from Google Maps, including:\n'   - Business name\n'   - Address\n'   - Phone number\n'   - Website\n'   - Email\n'   - Other relevant contact details\n' - Deliver organized, accurate, and actionable data.\n\n' --- 2. Context & Collaboration ---\n' - Tools & Sources:\n'   * Google Maps Scraper: Extracts data based on location, business type, and country code \n'     (ISO 3166 Alpha-2 in lowercase).\n'   * Website Scraper: Extracts data from provided URLs (the URL must be passed exactly as received, without quotation marks).\n'   * Google Sheets: Stores and retrieves previously extracted data.\n'   * Internet Search: Provides additional information if the scraping results are incomplete.\n' - Priorities: Accuracy and efficiency, avoiding unnecessary searches.\n\n' --- 3. Ethical Guidelines ---\n' - Only extract publicly accessible professional data.\n' - Do not collect or store personal/sensitive data.\n' - Adhere to scraping policies and data protection regulations.\n' - Error Handling:\n'   * In case of failure or incomplete results, suggest a retry, adjusted search parameters, or an alternative source.\n'   * If Google Sheets is unavailable, notify the user and propose workarounds.\n\n' --- 4. Constraints ---\n' - Country codes must follow the ISO 3166 Alpha-2 format in lowercase (e.g., \"fr\" for France).\n' - When using the Website Scraper, pass the URL exactly as provided, without quotation marks or modifications.\n' - Validate and correctly format all data (no duplicates or errors).\n' - Store results in Google Sheets in an organized and accessible manner.\n\n' --- 5. Final Requirements & Quality Checks ---\n' - Verification: Ensure the country code is always passed in lowercase to the Google Maps Scraper.\n' - URL: If a URL is provided, forward it directly to the Website Scraper without adding quotation marks.\n' - Existing Data: Check Google Sheets to see if the data is already available before performing new scraping.\n' - Supplementary: In case of partial results, propose using Internet Search to complete the information.\n\n' --- 6. Interaction ---\n' - If data already exists in Google Sheets, retrieve and present it to the user instead of launching a new scrape.\n' - If scraping fails or returns incomplete results, suggest alternative actions (e.g., web search, verifying the country code).\n\n' --- 7. Examples ---\n' BAD Example (Google Maps Scraper)\n'   User: \"Find coffee shops in Paris, France.\"\n'   AI: \"Extracting coffee shop data from Google Maps in France.\"\n'   > Issue: The country code \"fr\" was not provided.\n'\n' GOOD Example (Google Maps Scraper)\n'   User: \"Find coffee shops in Paris, France.\"\n'   AI:\n'     - \"Extracting coffee shop data from Google Maps in fr (France).\"\n'     - \"Scraped 50 businesses with names, addresses, phone numbers, and websites.\"\n'     - \"Storing results in Google Sheets under Lead_Generation_Paris_FR.\"\n'\n' BAD Example (Website Scraper)\n'   User: \"Scrape data from https://www.example.com/\"\n'   AI: \"Forwarding 'https://www.example.com/' to the Website Scraper.\"\n'   > Issue: Unnecessary quotation marks around the URL.\n'\n' GOOD Example (Website Scraper)\n'   User: \"Scrape data from https://www.example.com/\"\n'   AI:\n'     - \"Forwarding https://www.example.com to the Website Scraper.\"\n'     - \"Processing data extraction and storing results in Google Sheets.\"\n\n' --- 8. Output Format ---\n' - Responses should be concise and informative.\n' - Present data in a structured manner (e.g., business name, address, phone, website, etc.).\n' - If data already exists, clearly display the retrieved information from Google Sheets.\n\n' --- Additional Context & Details ---\n'\n' You interact with scraping APIs and databases to retrieve, update, and manage lead information.\n' Always pass country information using lowercase ISO 3166 Alpha-2 format when using the Google Maps Scraper.\n' If a URL is provided, it must be passed exactly as received, without quotation marks, to the Website Scraper.\n'\n' Known details:\n' You extract business names, addresses, phone numbers, websites, emails, and other relevant contact information.\n'\n' The URL must be passed exactly as provided (e.g., https://www.example.com/) without quotation marks or formatting changes.\n' Google Maps Scraper requires location, business type, and ISO 3166 Alpha-2 country codes to extract business listings.\n'\n' Context:\n' - System environment:\n'   You have direct integration with scraping tools, Internet search capabilities, and Google Sheets.\n'   You interact with scraping APIs and databases to retrieve, update, and manage lead information.\n'\n' Role:\n' You are a Lead Generation & Web Scraping Agent.\n' Your primary responsibility is to identify, collect, and organize relevant business leads by scraping websites, Google Maps, and performing Internet searches.\n' Ensure all extracted data is structured, accurate, and stored properly for easy access and analysis.\n' You have access to two scraping tools:\n'   1. Website Scraper – Requires only the raw URL to extract data from a specific website.\n'      - The URL must be passed exactly as provided (e.g., https://www.example.com/) without quotation marks or formatting changes.\n'   2. Google Maps Scraper – Requires location, business type, and ISO 3166 Alpha-2 country codes to extract business listings.\n\n' --- FINAL INSTRUCTIONS ---\n' 1. Adhere to all the directives and constraints above when extracting data from Google Maps (or other sources).\n' 2. Systematically check if data already exists in Google Sheets.\n' 3. In case of failure or partial results, propose an adjustment to the query or resort to Internet search.\n' 4. Ensure ethical compliance: only collect public data and do not store sensitive information.\n'\n' This prompt will guide the AI agent to efficiently extract and manage business data using Google Maps Scraper (and other mentioned tools)\n' while adhering to the structure, ISO country code standards, and ethical handling of information.\n"}},"typeVersion":1.8},{"id":"8469f6f8-e56e-433f-8439-ac0f568b01b1","name":"GPT-4o - Generate & Process Requests","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[-360,160],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"6h3DfVhNPw9I25nO","name":"OpenAi account"}},"typeVersion":1.2},{"id":"8f89996c-f5d1-48e3-8023-9c5d4c8db12a","name":"Memory - Track Recent Context","type":"@n8n/n8n-nodes-langchain.memoryBufferWindow","position":[-180,160],"parameters":{"contextWindowLength":50},"typeVersion":1.3},{"id":"ef32b577-47a2-489f-8b5a-3640126a0ff9","name":"Tool - Scrape Google Maps Business Data","type":"@n8n/n8n-nodes-langchain.toolWorkflow","position":[160,160],"parameters":{"name":"extract_google_maps","workflowId":{"__rl":true,"mode":"list","value":"9rD7iD6sbXqDX44S","cachedResultName":"Google Maps - sous 1 - Extract Google maps"},"description":"Extract data from hundreds of places fast. Scrape Google Maps by keyword, category, location, URLs & other filters. Get addresses, contact info, opening hours, popular times, prices, menus & more. Export scraped data, run the scraper via API, schedule and monitor runs, or integrate with other tools.","workflowInputs":{"value":{"city":"={{ $fromAI('city', ``, 'string') }}","search":"={{ $fromAI('search', ``, 'string') }}","countryCode":"={{ $fromAI('countryCode', ``, 'string') }}","state/county":"={{ $fromAI('state_county', ``, 'string') }}"},"schema":[{"id":"search","type":"string","display":true,"required":false,"displayName":"search","defaultMatch":false,"canBeUsedToMatch":true},{"id":"city","type":"string","display":true,"required":false,"displayName":"city","defaultMatch":false,"canBeUsedToMatch":true},{"id":"state/county","type":"string","display":true,"required":false,"displayName":"state/county","defaultMatch":false,"canBeUsedToMatch":true},{"id":"countryCode","type":"string","display":true,"removed":false,"required":false,"displayName":"countryCode","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false}},"typeVersion":2.1},{"id":"86a6eafe-9ffc-4d58-85f7-eef7171eeb8e","name":"Fallback - Enrich with Google Search","type":"@n8n/n8n-nodes-langchain.toolSerpApi","position":[-20,160],"parameters":{"options":{}},"credentials":{"serpApi":{"id":"FlfGC4PlqpLMJYRU","name":"SerpAPI account"}},"typeVersion":1},{"id":"37409653-0409-4f2d-8105-9216f974f6a8","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-780,-200],"parameters":{"width":1300,"height":540,"content":"# AI-Powered Lead Generation Workflow\n\nThis workflow extracts business data from Google Maps and associated websites using an AI agent.\n\n## Dependencies\n- **OpenAI API**\n- **Google Sheets API**\n- **Apify Actors**: Google Maps Scraper \n- **Apify Actors**: Website Content Crawler\n- **SerpAPI**: Used as a fallback to enrich data\n\n## External Setup Guide\n**Notion** : [Guide](https://automatisation.notion.site/GOOGLE-MAPS-SCRAPER-1cc3d6550fd98005a99cea02986e7b05)\n"},"typeVersion":1},{"id":"0b42dfae-49e6-4117-8a5d-d1f396f22dcb","name":"Tool - Crawl Business Website","type":"@n8n/n8n-nodes-langchain.toolWorkflow","position":[340,160],"parameters":{"name":"Website_Content_Crawler","workflowId":{"__rl":true,"mode":"list","value":"I7KceT8Mg1lW7BW4","cachedResultName":"Google Maps - sous 2 - Extract Google"},"description":"Crawl websites and extract text content to feed AI models, LLM applications, vector databases, or RAG pipelines. The Actor supports rich formatting using Markdown, cleans the HTML, downloads files, and integrates well with 🦜🔗 LangChain, LlamaIndex, and the wider LLM ecosystem.","workflowInputs":{"value":{},"schema":[],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false}},"typeVersion":2.1},{"id":"8a713b20-99e6-4df1-88ce-698ffc3c1e31","name":"Trigger - On Subworkflow Start","type":"n8n-nodes-base.executeWorkflowTrigger","position":[-460,520],"parameters":{"inputSource":"jsonExample","jsonExample":"{\n  \"search\": \"carpenter\",\n  \"city\": \"san francisco\",\n  \"state/county\": \"california\",\n  \"countryCode\": \"us\"\n}"},"typeVersion":1.1},{"id":"59af012d-de3f-4a44-b3ad-e587857b554d","name":"Scrape Google Maps (via Apify)","type":"n8n-nodes-base.httpRequest","position":[-240,520],"parameters":{"url":"https://api.apify.com/v2/acts/2Mdma1N6Fd0y3QEjR/run-sync-get-dataset-items","method":"POST","options":{},"jsonBody":"={\n    \"city\": \"{{ $json.city }}\",\n    \"countryCode\": \"{{ $json.countryCode }}\",\n    \"locationQuery\": \"{{ $json.city }}\",\n    \"maxCrawledPlacesPerSearch\": 5,\n    \"searchStringsArray\": [\n        \"{{ $json.search }}\"\n    ],\n    \"skipClosedPlaces\": false\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"Content-Type","value":"application/json"},{"name":"Authorization","value":"Bearer <token>"}]}},"typeVersion":4.2},{"id":"b1c40871-aa57-4b15-9f19-34a07dc6c45f","name":"Save Extracted Data to Google Sheets","type":"n8n-nodes-base.googleSheets","position":[-20,520],"parameters":{"operation":"append","sheetName":{"__rl":true,"mode":"list","value":"","cachedResultUrl":"","cachedResultName":""},"documentId":{"__rl":true,"mode":"id","value":"="}},"credentials":{"googleSheetsOAuth2Api":{"id":"51us92xkOlrvArhV","name":"Google Sheets account"}},"typeVersion":4.5},{"id":"679f2af5-0024-4a71-8c04-dcbccc8f00c8","name":"Aggregate Business Listings","type":"n8n-nodes-base.aggregate","position":[200,520],"parameters":{"options":{},"aggregate":"aggregateAllItemData"},"typeVersion":1},{"id":"dff1191a-b9f4-4ba6-ba42-a479fab76a5b","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-780,380],"parameters":{"color":4,"width":1300,"height":440,"content":"# 📍 Google Maps Extractor Subworkflow\n\nThis subworkflow handles business data extraction from Google Maps using the Apify Google Maps Scraper.\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Purpose\n- Automates the collection of business leads based on:\n  - Search term (e.g., plumber, agency)\n  - City and region\n  - ISO 3166 Alpha-2 country code"},"typeVersion":1},{"id":"dd691f9c-15e2-4b4a-a6eb-8765905a2cb4","name":"Scrape Website Content (via Apify)","type":"n8n-nodes-base.httpRequest","position":[-320,1000],"parameters":{"url":"https://api.apify.com/v2/acts/aYG0l9s7dbB7j3gbS/run-sync-get-dataset-items","method":"POST","options":{},"jsonBody":"={\n    \"aggressivePrune\": false,\n    \"clickElementsCssSelector\": \"[aria-expanded=\\\"false\\\"]\",\n    \"clientSideMinChangePercentage\": 15,\n    \"crawlerType\": \"playwright:adaptive\",\n    \"debugLog\": false,\n    \"debugMode\": false,\n    \"expandIframes\": true,\n    \"ignoreCanonicalUrl\": false,\n    \"keepUrlFragments\": false,\n    \"proxyConfiguration\": {\n        \"useApifyProxy\": true\n    },\n    \"readableTextCharThreshold\": 100,\n    \"removeCookieWarnings\": true,\n    \"removeElementsCssSelector\": \"nav, footer, script, style, noscript, svg, img[src^='data:'],\\n[role=\\\"alert\\\"],\\n[role=\\\"banner\\\"],\\n[role=\\\"dialog\\\"],\\n[role=\\\"alertdialog\\\"],\\n[role=\\\"region\\\"][aria-label*=\\\"skip\\\" i],\\n[aria-modal=\\\"true\\\"]\",\n    \"renderingTypeDetectionPercentage\": 10,\n    \"saveFiles\": false,\n    \"saveHtml\": false,\n    \"saveHtmlAsFile\": false,\n    \"saveMarkdown\": true,\n    \"saveScreenshots\": false,\n    \"startUrls\": [\n        {\n            \"url\": \"{{ $json.query }}\",\n            \"method\": \"GET\"\n        }\n    ],\n    \"useSitemaps\": false\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"Content-Type","value":"application/json"},{"name":"Authorization","value":"Bearer apify_api_8UZf2KdZTkPihmNauBubgDsjAYTfKP4nsQSN"}]}},"typeVersion":4.2},{"id":"7cc813a7-e1a5-40fe-a76a-3e52438cf2f4","name":"Save Website Data to Google Sheets","type":"n8n-nodes-base.googleSheets","position":[-100,1000],"parameters":{"columns":{"value":{},"schema":[{"id":"url","type":"string","display":true,"removed":false,"required":false,"displayName":"url","defaultMatch":false,"canBeUsedToMatch":true},{"id":"crawl","type":"string","display":true,"removed":false,"required":false,"displayName":"crawl","defaultMatch":false,"canBeUsedToMatch":true},{"id":"metadata","type":"string","display":true,"removed":false,"required":false,"displayName":"metadata","defaultMatch":false,"canBeUsedToMatch":true},{"id":"screenshotUrl","type":"string","display":true,"removed":false,"required":false,"displayName":"screenshotUrl","defaultMatch":false,"canBeUsedToMatch":true},{"id":"text","type":"string","display":true,"removed":false,"required":false,"displayName":"text","defaultMatch":false,"canBeUsedToMatch":true},{"id":"markdown","type":"string","display":true,"removed":false,"required":false,"displayName":"markdown","defaultMatch":false,"canBeUsedToMatch":true},{"id":"debug","type":"string","display":true,"removed":false,"required":false,"displayName":"debug","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"autoMapInputData","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"append","sheetName":{"__rl":true,"mode":"list","value":1886744055,"cachedResultUrl":"https://docs.google.com/spreadsheets/d/1JewfKbdS6gJhVFz0Maz6jpoDxQrByKyy77I5s7UvLD4/edit#gid=1886744055","cachedResultName":"MYWEBBASE"},"documentId":{"__rl":true,"mode":"list","value":"1JewfKbdS6gJhVFz0Maz6jpoDxQrByKyy77I5s7UvLD4","cachedResultUrl":"https://docs.google.com/spreadsheets/d/1JewfKbdS6gJhVFz0Maz6jpoDxQrByKyy77I5s7UvLD4/edit?usp=drivesdk","cachedResultName":"GoogleMaps_LEADS"}},"credentials":{"googleSheetsOAuth2Api":{"id":"51us92xkOlrvArhV","name":"Google Sheets account"}},"typeVersion":4.5},{"id":"6c20b427-48e8-4ba1-885e-7db71406a0db","name":"Aggregate Website Content","type":"n8n-nodes-base.aggregate","position":[120,1000],"parameters":{"options":{},"aggregate":"aggregateAllItemData"},"typeVersion":1},{"id":"7b1ff556-f212-4ab5-9995-deeb83f68da4","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-780,860],"parameters":{"color":5,"width":1300,"height":400,"content":"# 🌐 Website Content Crawler Subworkflow\n\nThis subworkflow processes URLs to extract readable website content using Apify's Website Content Crawler.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Purpose\n- Extracts detailed and structured content from business websites.\n- Enhances leads with enriched, on-site information."},"typeVersion":1}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"fd75b3e6-1dba-4e01-8c95-fdd9dd07fac4","connections":{"Memory - Track Recent Context":{"ai_memory":[[{"node":"AI Agent - Lead Collection","type":"ai_memory","index":0}]]},"Tool - Crawl Business Website":{"ai_tool":[[{"node":"AI Agent - Lead Collection","type":"ai_tool","index":0}]]},"Scrape Google Maps (via Apify)":{"main":[[{"node":"Save Extracted Data to Google Sheets","type":"main","index":0}]]},"Trigger - On Subworkflow Start":{"main":[[{"node":"Scrape Google Maps (via Apify)","type":"main","index":0}]]},"Trigger - When User Sends Message":{"main":[[{"node":"AI Agent - Lead Collection","type":"main","index":0}]]},"Save Website Data to Google Sheets":{"main":[[{"node":"Aggregate Website Content","type":"main","index":0}]]},"Scrape Website Content (via Apify)":{"main":[[{"node":"Save Website Data to Google Sheets","type":"main","index":0}]]},"Fallback - Enrich with Google Search":{"ai_tool":[[{"node":"AI Agent - Lead Collection","type":"ai_tool","index":0}]]},"GPT-4o - Generate & Process Requests":{"ai_languageModel":[[{"node":"AI Agent - Lead Collection","type":"ai_languageModel","index":0}]]},"Save Extracted Data to Google Sheets":{"main":[[{"node":"Aggregate Business Listings","type":"main","index":0}]]},"Tool - Scrape Google Maps Business Data":{"ai_tool":[[{"node":"AI Agent - Lead Collection","type":"ai_tool","index":0}]]}}}


name: Daily Newsletter Service using Excel, Outlook and AI
author_name: Jimleuk
author_username: jimleuk
categories: []
created_at: 2025-04-06T14:53:44.596Z
updated_at: 2025-04-06T14:53:44.596Z
url: https://n8n.io/workflows/3446
scraped_at: 2025-06-19 22:50:30
description:
  This n8n template builds a newsletter ("daily digest") delivery service which pulls and summarises the latest n8n.io template in select categories defined by subscribers.

  It's scheduled to run once a day and sends the newsletter directly to subscriber via a nicely formatted email. If you've had trouble keeping up with the latest and greatest templates beign published daily, this workflow can save you a lot of time!

  How it works
  A scheduled trigger pulls a list of subscribers (email and category preferences) from an Excel workbook.
  We work out unique categories amongst all subscribers and only fetch the latest n8n website templates from these categories to save on resources and optimise the number of API calls we make.
  The fetched templates are summarised via AI to produce a short description which is more suitable for our email format.
  For each subscriber, we filter and collect only the templates relevant to their category preferences (as defined in the Excel) and ensure that duplicate templates or those which have been "seen before" are omitted.
  A HTML node is then used to generate the email newsletter. HTML emails are the perfect format since we can add links back to the template.
  Finally, we use the Outlook node to send the email digest to the subscriber.

  How to use
  Populate your Excel sheet with 3 columns: name, email and categories. Categories is a comma-delimited list of categories which match the n8n template website. The available categories are AI, SecOps, Sales, IT Ops, Marketing, Engineering, DevOps, Building Blocks, Design, Finance, HR, Other, Product and Support.
  To subscribe a new user, simply add their email to the Excel sheet with at least one category.
  To unsubscribe a user, remove them from the sheet.
  If you're not interested in paid templates, you may want to filter them out after fetching.

  Requirements
  Microsoft Excel for subscriber list
  Microsoft Outlook for delivering emails
  OpenAI for AI-generated descriptions

  Customising the workflow
  Use AI to summarise the week's trend of templates types and use-cases
  This template can be the basis for other similar newsletters - just pull in a list of things from anywhere!

nodes_used:
  ["n8n-nodes-base.httpRequest","n8n-nodes-base.microsoftExcel","n8n-nodes-base.microsoftOutlook","n8n-nodes-base.html","@n8n/n8n-nodes-langchain.chainLlm","@n8n/n8n-nodes-langchain.lmChatOpenAi"]

workflow_json:
  {"meta":{"instanceId":"408f9fb9940c3cb18ffdef0e0150fe342d6e655c3a9fac21f0f644e8bedabcd9","templateCredsSetupCompleted":true},"nodes":[{"id":"c3a9ba81-3a7e-4afe-be8b-cf482cbb88c2","name":"Schedule Trigger","type":"n8n-nodes-base.scheduleTrigger","position":[-1040,-540],"parameters":{"rule":{"interval":[{"triggerAtHour":6}]}},"typeVersion":1.2},{"id":"f63d035c-5a7b-4cf4-8730-5fa7dff6f94b","name":"Get Subscribers","type":"n8n-nodes-base.microsoftExcel","position":[-860,-540],"parameters":{"options":{},"resource":"worksheet","workbook":{"__rl":true,"mode":"id","value":"="},"operation":"readRows","worksheet":{"__rl":true,"mode":"id","value":"="}},"credentials":{"microsoftExcelOAuth2Api":{"id":"56tIUYYVARBe9gfX","name":"Microsoft Excel account"}},"typeVersion":2.1},{"id":"e93aa8de-5c68-4a01-ae60-beb141e0a430","name":"Get Unique Categories","type":"n8n-nodes-base.set","position":[-400,-160],"parameters":{"options":{},"assignments":{"assignments":[{"id":"fe138128-50d5-469f-8c0b-0af8c873f198","name":"categories","type":"array","value":"={{ $input.all().flatMap(item => item.json.categories).unique() }}"}]}},"executeOnce":true,"typeVersion":3.4},{"id":"a874ae4e-d67e-4019-9e5c-03ea677468ae","name":"OpenAI Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[760,80],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"8gccIjcuf3gvaoEr","name":"OpenAi account"}},"typeVersion":1.2},{"id":"bc9c7578-3b6f-45fb-9f93-94637774d125","name":"Aggregate","type":"n8n-nodes-base.aggregate","position":[1180,40],"parameters":{"options":{},"aggregate":"aggregateAllItemData"},"typeVersion":1},{"id":"ae83c9e2-a267-463c-a606-b4d101f93f92","name":"Collect Fields","type":"n8n-nodes-base.set","position":[980,-60],"parameters":{"options":{},"assignments":{"assignments":[{"id":"4a266505-4b88-41cf-bf22-f38c705c27e5","name":"workflow_id","type":"number","value":"={{ $('Workflows to Items').item.json.workflow.id }}"},{"id":"df3348e2-b6ec-4c38-a146-c38be9b830bc","name":"workflow_name","type":"string","value":"={{ $('Workflows to Items').item.json.workflow.name }}"},{"id":"b4646059-748f-407a-b829-d6605d5ab683","name":"workflow_desc","type":"string","value":"={{ $json.response.text }}"},{"id":"eac0d9ab-9445-4bc2-9e64-160fe44b9ace","name":"workflow_created_at","type":"string","value":"={{ $('Workflows to Items').item.json.workflow.createdAt }}"},{"id":"24a3c0cb-224c-4ce6-b59e-38b10ab2c02f","name":"author_id","type":"number","value":"={{ $('Workflows to Items').item.json.workflow.user.id }}"},{"id":"a2b8a52f-be72-484c-aa86-582b73be1859","name":"author_name","type":"string","value":"={{ $('Workflows to Items').item.json.workflow.user.name }}"},{"id":"ae735511-8c7c-4bef-b6ac-cfe3d4b87b4f","name":"author_username","type":"string","value":"={{ $('Workflows to Items').item.json.workflow.user.username }}"},{"id":"2dc1f59f-a854-4322-85df-c5998f782dcd","name":"category","type":"string","value":"={{ $('For Each Category').item.json.category }}"}]}},"typeVersion":3.4},{"id":"8ca1ea7e-9098-4e82-919b-ba98ae7d7574","name":"Categories to Items","type":"n8n-nodes-base.splitOut","position":[-220,-160],"parameters":{"options":{"destinationFieldName":"category"},"fieldToSplitOut":"categories"},"typeVersion":1},{"id":"eb6d74b8-f1ed-4ab2-8c5f-7e6c6361b055","name":"For Each Category","type":"n8n-nodes-base.splitInBatches","position":[320,-160],"parameters":{"options":{}},"typeVersion":3},{"id":"8640ffac-9df6-4154-bcd5-dfa90c3843d4","name":"Workflows to Items","type":"n8n-nodes-base.splitOut","position":[500,-60],"parameters":{"options":{"destinationFieldName":"workflow"},"fieldToSplitOut":"workflows"},"typeVersion":1},{"id":"4456a43b-df26-4bb8-a62d-b9f05eff4479","name":"Workflow Summarizer","type":"@n8n/n8n-nodes-langchain.chainLlm","position":[660,-60],"parameters":{"text":"=## Description\n```\n{{ $json.workflow.description.replaceAll('#', '') }}\n```","messages":{"messageValues":[{"message":"=You have received a description of a n8n template from the official template gallery. Your task is to summarize the description into one or two sentences. The summary should loosely follow the structure of:\n* identify the goal of the template\n* describe the method or approached implemented\n* highlight which important n8n nodes were used\n\neg. \"Obtain real-time crypto market insights using an AI-powered workflow with CoinMarketCap APIs through Telegram\""}]},"promptType":"define"},"typeVersion":1.5},{"id":"5f4a5921-c954-4523-8925-90401d8dbf22","name":"Merge","type":"n8n-nodes-base.merge","position":[660,-460],"parameters":{"mode":"chooseBranch"},"typeVersion":3.1},{"id":"f95fb28c-875c-4105-aa83-9fea257ea440","name":"Fetch Latest 10 per Category","type":"n8n-nodes-base.httpRequest","position":[-40,-160],"parameters":{"url":"=https://n8n.io/api/product-api/workflows/search","options":{},"sendQuery":true,"queryParameters":{"parameters":[{"name":"category","value":"={{$json.category }}"},{"name":"rows","value":"10"},{"name":"sort","value":"createdAt:desc"},{"name":"page","value":"1"}]}},"typeVersion":4.2},{"id":"4dda6cbc-e53f-452d-b257-df9ef18abd75","name":"No Operation, do nothing","type":"n8n-nodes-base.noOp","position":[1560,-460],"parameters":{},"typeVersion":1},{"id":"881337d8-3ca8-43d2-931f-9cfec16cc367","name":"Get Relevant Workflows","type":"n8n-nodes-base.set","position":[1380,-280],"parameters":{"options":{},"assignments":{"assignments":[{"id":"fbd0ad94-e5aa-4082-81f5-d7b2e08dfbcf","name":"workflows","type":"array","value":"={{\n$json.categories\n  .flatMap(cat =>\n    $('Flatten Workflows').first().json.workflows.filter(item => item.category === cat)\n  )\n}}"}]}},"typeVersion":3.4},{"id":"b3ad0e26-e495-4dae-bfdd-f65961178acc","name":"Flatten Workflows","type":"n8n-nodes-base.set","position":[500,-280],"parameters":{"options":{},"assignments":{"assignments":[{"id":"17a82dd9-3fcf-44d9-b5da-bf89a1f53d59","name":"workflows","type":"array","value":"={{\n$input.all().flatMap(item => item.json.data)\n}}"}]}},"executeOnce":true,"typeVersion":3.4},{"id":"05f72731-f8b0-4d8f-ba78-66ef8fbaf059","name":"Remove Already Seen","type":"n8n-nodes-base.removeDuplicates","position":[1740,-280],"parameters":{"options":{},"operation":"removeItemsSeenInPreviousExecutions","dedupeValue":"={{ $('For Each Subscriber').item.json.name.toSnakeCase() }}_{{ $json.workflow_id }}"},"typeVersion":2},{"id":"3904d2a2-9a95-4e11-883e-b2e88c6a884f","name":"Workflow to Items","type":"n8n-nodes-base.splitOut","position":[1560,-280],"parameters":{"options":{},"fieldToSplitOut":"workflows"},"typeVersion":1},{"id":"d416dee7-df0f-4579-a25f-6baed16453e8","name":"Combine Workflows","type":"n8n-nodes-base.aggregate","position":[1920,-280],"parameters":{"options":{},"aggregate":"aggregateAllItemData"},"typeVersion":1},{"id":"3797dd21-3144-47e8-9359-841b97073001","name":"Has New Workflows?","type":"n8n-nodes-base.if","position":[1380,-600],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"08403b2a-4ae6-4cf5-aa88-cc49441e3c56","operator":{"type":"array","operation":"lengthGt","rightType":"number"},"leftValue":"={{ $json.data }}","rightValue":0}]}},"typeVersion":2.2},{"id":"0cd6ce35-c083-4db6-bc87-9d21e70a3bab","name":"With User Reference","type":"n8n-nodes-base.set","position":[2100,-280],"parameters":{"options":{},"assignments":{"assignments":[{"id":"d69921eb-b518-4614-af63-e67a521ee373","name":"name","type":"string","value":"={{ $('For Each Subscriber').item.json.name }}"},{"id":"01ee6e0a-9d03-42f6-ad46-68b9df861679","name":"email","type":"string","value":"={{ $('For Each Subscriber').item.json.email }}"},{"id":"5263e512-1b24-43c8-9033-6547dab2811b","name":"categories","type":"array","value":"={{ $('For Each Subscriber').item.json.categories }}"}]},"includeOtherFields":true},"typeVersion":3.4},{"id":"b3a616c7-615f-49ff-8e6f-530324a98be4","name":"Generate HTML Template","type":"n8n-nodes-base.html","position":[1740,-720],"parameters":{"html":"<h1>New Workflows for {{ $now.format('DD') }}</h1>\n{{\n$json.categories\n  .filter(cat =>\n    $json.data.filter(item => item.category === cat).length > 0\n  )\n  .map(category => `\n    <h2>${category.toSentenceCase()}</h2>\n    <ul>\n    ${$json.data\n      .filter(workflow => workflow.category === category)\n      .map(workflow => `\n      <li>\n        <a href=\"https://n8n.io/workflows/${workflow.workflow_id}\">\n          <h3>${workflow.workflow_name}</h3>\n        </a>\n        <p>\n          by\n          <a href=\"https://n8n.io/creators/${workflow.author_username}\">\n            ${workflow.author_name}\n          </a>\n          &middot;\n          created on ${DateTime.fromISO(workflow.workflow_created_at).toFormat('DD')}\n        </p>\n        <p>${workflow.workflow_desc}</p>\n      </li>\n    `).join('\\n')}\n    </ul>\n  `)\n  .join('\\n')\n}}"},"typeVersion":1.2},{"id":"0c9865c7-9352-4fda-a943-34c8f524de6c","name":"Parse Rows","type":"n8n-nodes-base.set","position":[-660,-540],"parameters":{"options":{},"assignments":{"assignments":[{"id":"d89dfc07-3c1f-4fbc-9a52-3748797a4840","name":"name","type":"string","value":"={{ $json.name }}"},{"id":"c622ceca-2e6d-4bab-bb08-235f704c7e2f","name":"email","type":"string","value":"={{ $json.email }}"},{"id":"9fca8e33-330a-4e4d-b461-251cd7e5c620","name":"categories","type":"array","value":"={{ $json.categories.split(',') }}"}]}},"typeVersion":3.4},{"id":"f5fbd7f2-65e5-4dd7-8e43-38a8a99e3321","name":"Send Daily Digest","type":"n8n-nodes-base.microsoftOutlook","position":[1920,-720],"webhookId":"8cd83f97-1e5f-4280-9a9d-26d1ee05c45e","parameters":{"subject":"=New Workflows for {{ $now.format('DD') }}","bodyContent":"={{\n$json.html\n  .replaceAll('\\n', '')\n  .replaceAll('  ', '')\n  .trim()\n}}","toRecipients":"={{ $('Has New Workflows?').item.json.email }}","additionalFields":{"from":"=no-reply <no-reply@example.com>","replyTo":"=no-reply <no-reply@example.com>","bodyContentType":"html"}},"credentials":{"microsoftOutlookOAuth2Api":{"id":"EWg6sbhPKcM5y3Mr","name":"Microsoft Outlook account"}},"typeVersion":2},{"id":"e81ba3a0-e3f6-4231-8870-8ef03edf41e1","name":"Append Category","type":"n8n-nodes-base.set","position":[140,-160],"parameters":{"options":{},"assignments":{"assignments":[{"id":"b965dee8-f3b5-419b-b39a-79bf2b7d04c1","name":"category","type":"string","value":"={{ $('Categories to Items').item.json.category }}"}]},"includeOtherFields":true},"typeVersion":3.4},{"id":"e1c2c743-a560-47e8-b906-a2e8fd17622f","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-1060,-740],"parameters":{"color":7,"width":440,"content":"## 1. Get Subscribers from Excel\n[Learn more about the Excel node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.microsoftexcel)\n\nExcel can be an easy way to store a simple list of subscribers who will receive our daily digest. We can also specify only the categories they are interested in."},"typeVersion":1},{"id":"e10a23be-2af7-4b92-9b5f-df855e6ee349","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-400,-420],"parameters":{"color":7,"width":620,"height":220,"content":"## 2. Fetch Latest Templates from n8n\n[Learn more about the HTTP Request node](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.httprequest)\n\nUsing the HTTP request node, we can call the n8n.io template search API to the latest published templates. However, to save on resources, we only want to fetch from categories relevant to our subscribers. To do so:\n1) We only want to fetch latest templates from unique categories amongst all subscribers\n2) Do this fetching once to later reference for all subscribers"},"typeVersion":1},{"id":"0ee0b2ca-0247-4471-a6f5-920fd8e67f96","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[500,260],"parameters":{"color":7,"width":580,"height":180,"content":"## 3. Generate AI Summary For Each Template\n[Read more about the Basic LLM node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.chainllm)\n\nWhen building our email digest, we'd rather have a shortened and summarized version of each template's description for easier scanning and reading. We can use AI to accomplish this and merge it with the template object."},"typeVersion":1},{"id":"ab234694-2878-440b-aeb5-37573ebe517e","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[1680,-60],"parameters":{"color":7,"width":580,"height":200,"content":"## 4. Filter Relevant Templates for Subscriber\n[Read more about the Split Out node](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.splitout)\n\nFor each subscriber, we want to filter out our freshly collected n8n.io templates by the categories relevant to the subscriber as defined in the Excel sheet. A \"Remove duplicates\" node can be used to keep track of duplicate templates - as templates can have more than one category and appear twice!"},"typeVersion":1},{"id":"460a8b3d-c125-41c3-95c5-afdfe63c7561","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[1740,-960],"parameters":{"color":7,"width":580,"height":200,"content":"## 5. Generate Daily Digest and Send Via Outlook\n[Read more about the Outlook node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.microsoftoutlook)\n\nFinally, we can construct our digest's content using the HTML node and customise it by subscriber as necessary. The Outlook node is then used to send the digest to the subscriber."},"typeVersion":1},{"id":"c79a2775-6276-41df-a9f0-64017e88a8c7","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[-500,0],"parameters":{"color":5,"width":200,"height":120,"content":"### Execute Once\nThis node has been set to execute once rather than for each subscriber."},"typeVersion":1},{"id":"5290822e-b63b-4b73-8511-6a12e2387656","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[-940,-360],"parameters":{"color":5,"width":280,"height":120,"content":"### Columns\n- name *(text)*\n- email *(text)*\n- categories *(text, comma-delimited)*"},"typeVersion":1},{"id":"56acbd11-7fa5-44b8-b031-fcdeb6e44839","name":"For Each Subscriber","type":"n8n-nodes-base.splitInBatches","position":[1180,-460],"parameters":{"options":{}},"typeVersion":3},{"id":"6aef7efc-1bc7-4a1d-b0cb-459484b3d179","name":"Sticky Note7","type":"n8n-nodes-base.stickyNote","position":[-1600,-1400],"parameters":{"width":500,"height":1000,"content":"## Try It Out!\n### This n8n template builds a newsletter (\"daily digest\") delivery service which pulls and summarises the latest n8n.io template in select categories defined by subscribers.\n\nIt's scheduled to run once a day and sends the newsletter directly to subscriber via a nicely formatted email. If you've had trouble keeping up with the latest and greatest templates beign published daily, this workflow can save you a lot of time!\n\n### How it works\n* A scheduled trigger pulls a list of subscribers (email and category preferences) from an Excel workbook.\n* We work out unique categories amongst all subscribers and only fetch the latest n8n website templates from these categories to save on resources and optimise the number of API calls we make.\n* The fetched templates are summarised via AI to produce a short description which is more suitable for our email format.\n* For each subscriber, we filter and collect only the templates relevant to their category preferences (as defined in the Excel) and ensure that duplicate templates or those which have been \"seen before\" are omitted.\n* A HTML node is then used to generate the email newsletter. HTML emails are the perfect format since we can add links back to the template.\n* Finally, we use the Outlook node to send the email digest to the subscriber.\n\n### How to use\n* Populate your Excel sheet with 3 columns: name, email and categories. Categories is a comma-delimited list of categories which match the n8n template website. The available categories are AI, SecOps, Sales, IT Ops, Marketing, Engineering, DevOps, Building Blocks, Design, Finance, HR, Other, Product and Support.\n* To subscribe a new user, simply add their email to the Excel sheet with at least one category.\n* To unsubscribe a user, remove them from the sheet.\n* If you're not interested in paid templates, you may want to filter them out after fetching them.\n\n### Need Help?\nJoin the [Discord](https://discord.com/invite/XPKeKXeB7d) or ask in the [Forum](https://community.n8n.io/)!"},"typeVersion":1}],"pinData":{},"connections":{"Merge":{"main":[[{"node":"For Each Subscriber","type":"main","index":0}]]},"Aggregate":{"main":[[{"node":"For Each Category","type":"main","index":0}]]},"Parse Rows":{"main":[[{"node":"Get Unique Categories","type":"main","index":0},{"node":"Merge","type":"main","index":0}]]},"Collect Fields":{"main":[[{"node":"Aggregate","type":"main","index":0}]]},"Append Category":{"main":[[{"node":"For Each Category","type":"main","index":0}]]},"Get Subscribers":{"main":[[{"node":"Parse Rows","type":"main","index":0}]]},"Schedule Trigger":{"main":[[{"node":"Get Subscribers","type":"main","index":0}]]},"Combine Workflows":{"main":[[{"node":"With User Reference","type":"main","index":0}]]},"Flatten Workflows":{"main":[[{"node":"Merge","type":"main","index":1}]]},"For Each Category":{"main":[[{"node":"Flatten Workflows","type":"main","index":0}],[{"node":"Workflows to Items","type":"main","index":0}]]},"OpenAI Chat Model":{"ai_languageModel":[[{"node":"Workflow Summarizer","type":"ai_languageModel","index":0}]]},"Workflow to Items":{"main":[[{"node":"Remove Already Seen","type":"main","index":0}]]},"Has New Workflows?":{"main":[[{"node":"Generate HTML Template","type":"main","index":0}],[{"node":"No Operation, do nothing","type":"main","index":0}]]},"Workflows to Items":{"main":[[{"node":"Workflow Summarizer","type":"main","index":0}]]},"Categories to Items":{"main":[[{"node":"Fetch Latest 10 per Category","type":"main","index":0}]]},"For Each Subscriber":{"main":[[{"node":"Has New Workflows?","type":"main","index":0}],[{"node":"Get Relevant Workflows","type":"main","index":0}]]},"Remove Already Seen":{"main":[[{"node":"Combine Workflows","type":"main","index":0}]]},"With User Reference":{"main":[[{"node":"For Each Subscriber","type":"main","index":0}]]},"Workflow Summarizer":{"main":[[{"node":"Collect Fields","type":"main","index":0}]]},"Get Unique Categories":{"main":[[{"node":"Categories to Items","type":"main","index":0}]]},"Generate HTML Template":{"main":[[{"node":"Send Daily Digest","type":"main","index":0}]]},"Get Relevant Workflows":{"main":[[{"node":"Workflow to Items","type":"main","index":0}]]},"Fetch Latest 10 per Category":{"main":[[{"node":"Append Category","type":"main","index":0}]]}}}


name: 🎨 AI Design Team - Generate and Review AI Images with Ideogram and OpenAI
author_name: RealSimple Solutions
author_username: joeperes
categories: []
created_at: 2025-04-07T17:05:15.082Z
updated_at: 2025-04-07T17:05:15.082Z
url: https://n8n.io/workflows/3460
scraped_at: 2025-06-19 22:50:18
description:
  🎨 AI Graphic Design Team - Generate and Review AI Images with Ideogram and OpenAI

  Description

  Who is this for?
  This workflow is perfect for graphic designers, creative agencies, marketing teams, or freelancers who regularly use AI-generated images in their projects. It's specifically beneficial for teams that want to automate the generation, review, and management of AI-created graphics efficiently.

  What problem does this workflow solve?
  Design teams often face time-consuming manual reviews and inconsistent quality checks for AI-generated images. This workflow addresses these challenges by automating image generation and introducing a systematic, AI-driven vetting process. This ensures only high-quality, relevant images reach your team's assets, saving valuable time and enhancing workflow efficiency.

  What this workflow does
  AI Image Generation:** Integrates Ideogram via HTTP Request to automatically create AI-generated images based on creative briefs.
  Automated Image Review:** Uses OpenAI to automatically evaluate and approve images, ensuring they meet your predefined quality standards.
  Efficient Asset Management:** Automatically creates structured Google Drive folders and compiles key metadata (including creation dates, prompts, and image links) into a CSV file and Google Sheet.
  Immediate Email Notifications:** Delivers a setup confirmation and provides easy access to Google Drive folders and assets via automated email notifications.
  Final Approved Images:** Outputs vetted, ready-to-use images for your creative projects, removing the burden of manual reviews.

  Setup
  Initial Email Configuration
     Update your email details in both the "Setup Gmail" node and the "Gmail" notification node.
     Run the initial setup workflow to automatically create the Google Drive folders "Graphic_Design_Team" and "Image_Generations," and upload your CSV file (n8n-Graphic_Design_Team.csv).

  Review Email & Set Up Google Sheets
     Check your inbox for an automated email containing folder IDs and direct links.
     Create and set up a Google Sheet by importing the provided CSV data from your email.

  Update Workflow Nodes
     Select your newly created Google Sheet in both Google Sheets nodes.
     Update your Creative Brief node with the Google Drive folder IDs provided in the email.

  Run Workflow for AI Image Generation & Review
     Execute the workflow. Your generated images will be automatically vetted, organized, and ready for creative use.

  How to Customize This Workflow
  Tailor Image Generation Prompts:** Adjust prompts and settings in the Ideogram HTTP Request node to better fit your project's creative requirements.
  Set Quality Standards:** Modify the criteria used by the OpenAI node to reflect your specific standards and preferences for image approval.
  Customize Asset Organization:** Adapt Google Drive folder structures, CSV headers, or Google Sheets integrations to match your team's organizational preferences.

  Dependencies & Requirements
  Nodes Used:**
    HTTP Request (Ideogram API integration)
    OpenAI (Image review and quality assessment)
    Gmail (Automated notifications)
    Google Drive (File and asset management)
    Google Sheets (Metadata organization)

  Credentials:**
    Ensure Gmail, Google Drive, Google Sheets, and OpenAI credentials are properly configured in your n8n account. No custom or community nodes are needed.

  Final Outcome
  Upon completion, your workflow efficiently provides vetted, high-quality AI-generated images, organized in Google Drive and accessible via easy-to-use metadata in Google Sheets, drastically reducing manual intervention and accelerating your creative processes.

nodes_used:
  ["n8n-nodes-base.googleSheets","n8n-nodes-base.httpRequest","n8n-nodes-base.googleDrive","n8n-nodes-base.gmail","@n8n/n8n-nodes-langchain.chainLlm","@n8n/n8n-nodes-langchain.lmChatOpenAi","@n8n/n8n-nodes-langchain.outputParserStructured"]

workflow_json:
  {"id":"tnRYt0kDGMO9BBFd","meta":{"instanceId":"ba3fa76a571c35110ef5f67e5099c9a5c1768ef125c2f3b804ba20de75248c0b","templateCredsSetupCompleted":false},"name":"n8n Graphic Design Team","tags":[],"nodes":[{"id":"c1c292f8-78a4-407b-be6b-567e94271bc6","name":"Google Sheets","type":"n8n-nodes-base.googleSheets","position":[1900,-60],"parameters":{"columns":{"value":{"Link":"={{ $json.webContentLink }}","nsfw":"={{ $('SetImageData').item.json.image.nsfw }}","seed":"={{ $('SetImageData').item.json.image.seed }}","type":"={{ $('GET image').item.binary.data.fileExtension || \"png\" }}","image":"={{ $json.webViewLink }}","width":"={{ $('Ideogram Image generator').item.json.data[0].resolution.split(\"x\",1)[0] }}","height":"={{ $('Ideogram Image generator').item.json.data[0].resolution.split(\"x\",2)[1] }}","prompt":"={{ $('SetImageData').item.json.image.prompt }}","GenModel":"={{ $('SetImageData').item.json.imageGen.model || \"None\" }}","GenPrompt":"={{ $('Ideogram Image generator').item.json.data[0].prompt || \"None\" }}","created_at":"={{ $('Ideogram Image generator').item.json.created }}","drive_link":"={{ $json.webViewLink }}","GenStyleType":"={{ $('SetImageData').item.json.imageGen['style-type'] || \"None\" }}","GenAspectRatio":"={{ $('SetImageData').item.json.imageGen['aspect-ratio'] || \"None\" }}","GenNegativePrompt":"={{ $('SetImageData').item.json.imageGen['negative-prompt'] || \"None\" 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They value visually appealing, inclusive, and clear messaging that resonates with modern trends. They are attentive to brand authenticity, ethical implications, and cultural sensitivity. Ensuring the image aligns with these preferences and values helps maintain audience trust and engagement."},{"id":"b8995766-bb07-4340-8379-99ace65333db","name":"output.explanation","type":"string","value":"={{ $json.output.explanation }}"},{"id":"89896150-eb04-406e-b9e5-2ca3969b8e56","name":"output.overall_recommendation","type":"string","value":"={{ $json.output.overall_recommendation }}"}]}},"typeVersion":3.4},{"id":"cce8c36a-6ebd-496a-a66e-2eec1da97f9b","name":"Get Remixed Image","type":"n8n-nodes-base.httpRequest","position":[1320,180],"parameters":{"url":"={{ $('Set Upload Fields1').item.json.data.url }}","options":{}},"typeVersion":4.2},{"id":"911d0009-606a-4b29-8fe8-65e58ef6c93a","name":"When clicking ‘Test workflow’","type":"n8n-nodes-base.manualTrigger","position":[60,-380],"parameters":{},"typeVersion":1},{"id":"8babd8b0-6fb1-44e2-b974-2e1e21201450","name":"Convert to File","type":"n8n-nodes-base.convertToFile","position":[1320,-380],"parameters":{"options":{"fileName":"n8n-graphicdesignteam.csv"},"binaryPropertyName":"spreadsheet"},"typeVersion":1.1},{"id":"0e2bcea2-e83d-4ab3-8d83-5dc3f999cacf","name":"Spreadsheet","type":"n8n-nodes-base.set","position":[1020,-380],"parameters":{"options":{},"assignments":{"assignments":[{"id":"137c1da9-ec70-4555-832a-6fb79acab053","name":"csvFile","type":"string","value":"created_at,image,Link,prompt,timings,seed,nsfw,width,height,type,drive_link,GenModel,GenPrompt,GenAspectRatio,GenStyleType,GenNegativePrompt"}]}},"typeVersion":3.4},{"id":"3a54231d-c236-4024-b58f-8621cecd5416","name":"Google Drive - Create Folder","type":"n8n-nodes-base.googleDrive","position":[480,-380],"parameters":{"name":"Graphic_Design_Team","driveId":{"__rl":true,"mode":"id","value":"=My Drive"},"options":{},"folderId":{"__rl":true,"mode":"list","value":"root","cachedResultName":"/ (Root folder)"},"resource":"folder"},"credentials":{"googleDriveOAuth2Api":{"id":"786","name":"Google Drive"}},"typeVersion":3},{"id":"4e4c7262-0a84-49e8-ad2e-064e02aa9064","name":"Google Drive - Create Generations Folder","type":"n8n-nodes-base.googleDrive","position":[740,-380],"parameters":{"name":"Image_Generations","driveId":{"__rl":true,"mode":"list","value":"My Drive"},"options":{},"folderId":{"__rl":true,"mode":"id","value":"={{ $json.id }}"},"resource":"folder"},"credentials":{"googleDriveOAuth2Api":{"id":"786","name":"Google Drive"}},"typeVersion":3},{"id":"0ea3947f-e7b5-45ec-bacb-e2acece10709","name":"Google Drive - Upload Spreadsheet","type":"n8n-nodes-base.googleDrive","position":[1600,-380],"parameters":{"name":"n8n-Graphic_Design_Team.csv","driveId":{"__rl":true,"mode":"list","value":"My Drive"},"options":{"propertiesUi":{"propertyValues":[{}]}},"folderId":{"__rl":true,"mode":"id","value":"={{ $('Google Drive - Create Generations Folder').item.json.id }}"},"inputDataFieldName":"spreadsheet"},"credentials":{"googleDriveOAuth2Api":{"id":"786","name":"Google Drive"}},"typeVersion":3},{"id":"165f0c95-0e23-4457-9ce9-d4c1b421115a","name":"Gmail - Send Setup Details","type":"n8n-nodes-base.gmail","position":[1900,-380],"webhookId":"b77235d4-ca25-4c67-a99b-e664b98e3e95","parameters":{"sendTo":"realsimple.dev","message":"=Download the Image Generation Spreadsheet CSV and import it into google sheets\n<b>Image Generation Spreadsheet</b>: {{ $json.webViewLink }}\n<br>\ncopy and paste the Image Generations Folder ID into the Creative Brief Node {{ $('Google Drive - Create Generations Folder').item.json.id }}\n\n\n<b>n8n Graphic Design Root Folder</b>: https://drive.google.com/drive/u/0/folders/{{ $('Google Drive - Create Folder').item.json.id }}\n<br>\n<b>Image Generations Folder</b>: https://drive.google.com/drive/u/0/folders/{{ $('Google Drive - Create Generations Folder').item.json.id }}\n<br>","options":{},"subject":"n8n Graphic Design Team Setup - 🔴 Important Links"},"credentials":{"gmailOAuth2":{"id":"786","name":"Gmail"}},"typeVersion":2.1},{"id":"28d6b413-0c90-46cf-8446-f28f8b07bb97","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-20,-460],"parameters":{"color":3,"width":2100,"height":280,"content":"# Run Setup First **ONCE**"},"typeVersion":1},{"id":"6951f121-73aa-4789-8186-0ef1f0d60430","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-500,-60],"parameters":{"width":480,"height":940,"content":"# n8n Graphic Design Team \n## _Setup Instructions_\n\n\n### 1. **Set Your Email**  \n   - In both the **Setup Gmail Node** and the **Gmail Node**, update the email field with your email address.\n\n\n### 2. **Run the Setup**  \n   - Execute the workflow.\n   - This will create the following in Google Drive:\n     - Folder: `Graphic_Design_Team`\n     - Folder: `Image_Generations`\n     - CSV File: `n8n-Graphic_Design_Team.csv` (which is automatically uploaded)\n\n\n### 3. **Check Your Email**  \n   - You will receive an email containing the newly created folder IDs and file links.\n\n\n### 4. **Create a New Google Sheet**  \n   - Open Google Sheets and create a new spreadsheet.\n   - Import the CSV file (`n8n-Graphic_Design_Team.csv`) into this spreadsheet.\n\n\n### 5. **Configure Google Sheets Nodes**  \n   - In the two Google Sheets nodes in the workflow, select the new Google Sheet that you just created.\n   - Copy the Google Drive IDs from the email and paste them into the **Creative Brief Node**.\n\n\n### 6. **Ready to Go!**  \n   - Your Graphic Design Team setup is now complete and ready to start working for you."},"typeVersion":1},{"id":"cbd6699f-e32a-42d8-9877-cecfe51f223d","name":"On form submission","type":"n8n-nodes-base.formTrigger","position":[60,-60],"webhookId":"bebaca11-3026-444b-8d92-1056b1b146bb","parameters":{"options":{},"formTitle":"n8n Graphic Design Team","formFields":{"values":[{"fieldLabel":"prompt","placeholder":"A beautiful ideogener8r Logo","requiredField":true},{"fieldLabel":"audience","placeholder":"The image is designed for a tech-savvy audience aged 18–35 who engage frequently with digital content and social media. They value visually appealing, inclusive, and clear messaging that resonates with modern trends. They are attentive to brand authenticity, ethical implications, and cultural sensitivity. Ensuring the image aligns with these preferences and values helps maintain audience trust and engagement."},{"fieldType":"dropdown","fieldLabel":"Aspect Ratio","fieldOptions":{"values":[{"option":"ASPECT_16_9"},{"option":"ASPECT_9_16"},{"option":"ASPECT_1_1"},{"option":"ASPECT_10_16"},{"option":"ASPECT_16_10"},{"option":"ASPECT_3_2"},{"option":"ASPECT_2_3"},{"option":"ASPECT_4_3"},{"option":"ASPECT_3_4"},{"option":"ASPECT_1_3"},{"option":"ASPECT_3_1"}]},"requiredField":true},{"fieldType":"dropdown","fieldLabel":"model","fieldOptions":{"values":[{"option":"V_1"},{"option":"V_1_TURBO"},{"option":"V_2"},{"option":"V_2_TURBO"},{"option":"V_2A"},{"option":"V_2A_TURBO"}]},"requiredField":true},{"fieldType":"dropdown","fieldLabel":"magic prompt","fieldOptions":{"values":[{"option":"ON"},{"option":"OFF"}]},"requiredField":true},{"fieldType":"dropdown","fieldLabel":"style type","fieldOptions":{"values":[{"option":"AUTO"},{"option":"GENERAL"},{"option":"REALISTIC"},{"option":"DESIGN"},{"option":"RENDER_3D"},{"option":"ANIME"}]},"requiredField":true},{"fieldLabel":"negative prompt","placeholder":"gradients, ugly","requiredField":true}]},"formDescription":"Created by <a href=\"https://realsimple.dev\">Real Simple Solutions</a> see more templates 👉 <a href=\"https://n8n.io/creators/joeperes/\">Click Here</a>"},"typeVersion":2.2},{"id":"1c446cb1-9d75-4c7d-af79-2ac09fdd4084","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[1820,-140],"parameters":{"width":280,"height":560,"content":"## Select Spreadsheet from List"},"typeVersion":1},{"id":"4804287c-10e4-44c9-a25b-0e77d9947e53","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-500,-460],"parameters":{"color":7,"width":480,"height":400,"content":"![image](https://fillin8n.realsimple.dev/ideoGener8r_Team.png)"},"typeVersion":1},{"id":"ef32ab69-8009-41ec-b283-10d7eef61f34","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[1820,680],"parameters":{"width":280,"height":360,"content":"# Set Your Email"},"typeVersion":1},{"id":"339db160-4dcc-49cd-a542-3c426c5a4969","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[1820,-500],"parameters":{"width":280,"height":320,"content":"# Set Your Email"},"typeVersion":1},{"id":"0611f24e-d7f8-4c58-a1a4-157f1487245c","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[480,900],"parameters":{"color":5,"width":760,"height":80,"content":"## Created by **[Real Simple Solutions](https://realsimple.dev)** More templates 👉 **[Click Here](https://n8n.io/creators/joeperes/)**"},"typeVersion":1}],"active":false,"pinData":{"On form submission":[{"json":{"model":"V_2","prompt":"A diverse graphic design team collaborating in a modern studio, surrounded by computer screens with colorful UI/UX mockups, sketchpads, color swatches, and coffee mugs. The Text \"ideoGener8r Team\" across the top of the image in stylized and in casual font. The team includes people of various ethnicities and genders, dressed in casual creative attire. The scene is lit by natural light through large windows, with potted plants and inspiration boards in the background. Use a semi-realistic illustration style with a vibrant color palette of teal, coral, soft beige, and navy. The overall composition should feel energetic, creative, and collaborative, capturing the essence of a modern design workspace.","audience":"The image is designed for a tech-savvy audience aged 18–35 who engage frequently with digital content and social media. They value visually appealing, inclusive, and clear messaging that resonates with modern trends. They are attentive to brand authenticity, ethical implications, and cultural sensitivity. Ensuring the image aligns with these preferences and values helps maintain audience trust and engagement.","formMode":"test","style type":"REALISTIC","submittedAt":"2025-04-07T12:22:11.617-04:00","Aspect Ratio":"ASPECT_1_1","magic prompt":"ON","negative prompt":"ugly"}}]},"settings":{"executionOrder":"v1"},"versionId":"c88e13ef-1acc-45ba-9939-08d9c29015d3","connections":{"Switch1":{"main":[[{"node":"Gmail","type":"main","index":0}],[{"node":"RE creative brief","type":"main","index":0}]]},"GET image":{"main":[[{"node":"Google Drive","type":"main","index":0}]]},"Spreadsheet":{"main":[[{"node":"Convert to File","type":"main","index":0}]]},"TheImageURL":{"main":[[{"node":"Download Image","type":"main","index":0}]]},"Google Drive":{"main":[[{"node":"Google Sheets","type":"main","index":0}]]},"SetImageData":{"main":[[{"node":"GET image","type":"main","index":0}]]},"genImageURL1":{"main":[[{"node":"TheImageURL","type":"main","index":0}]]},"genImageURL2":{"main":[[{"node":"TheImageURL","type":"main","index":0}]]},"Google Sheets":{"main":[[{"node":"genImageURL1","type":"main","index":0}]]},"Download Image":{"main":[[{"node":"Image Reviewer","type":"main","index":0}]]},"Image Reviewer":{"main":[[{"node":"Switch1","type":"main","index":0}]]},"creative brief":{"main":[[{"node":"Ideogram Image generator","type":"main","index":0}]]},"ideogram Remix":{"main":[[{"node":"Set Upload Fields1","type":"main","index":0}],[]]},"Convert to File":{"main":[[{"node":"Google Drive - Upload Spreadsheet","type":"main","index":0}]]},"Download Image3":{"main":[[{"node":"ideogram Remix","type":"main","index":0}]]},"Get Remixed Image":{"main":[[{"node":"Google Drive Remix Image","type":"main","index":0}]]},"RE creative brief":{"main":[[{"node":"Download Image3","type":"main","index":0}]]},"On form submission":{"main":[[{"node":"creative brief","type":"main","index":0}]]},"OpenAI Chat Model1":{"ai_languageModel":[[{"node":"Image Reviewer","type":"ai_languageModel","index":0}]]},"Set Upload Fields1":{"main":[[{"node":"Get Remixed Image","type":"main","index":0}]]},"Google Drive Remix Image":{"main":[[{"node":"Google Sheets - Add Remix","type":"main","index":0}]]},"Ideogram Image generator":{"main":[[{"node":"SetImageData","type":"main","index":0}],[]]},"Google Sheets - Add Remix":{"main":[[{"node":"genImageURL2","type":"main","index":0}]]},"Structured Output Parser1":{"ai_outputParser":[[{"node":"Image Reviewer","type":"ai_outputParser","index":0}]]},"Google Drive - Create Folder":{"main":[[{"node":"Google Drive - Create Generations Folder","type":"main","index":0}]]},"Google Drive - Upload Spreadsheet":{"main":[[{"node":"Gmail - Send Setup Details","type":"main","index":0}]]},"When clicking ‘Test workflow’":{"main":[[{"node":"Google Drive - Create Folder","type":"main","index":0}]]},"Google Drive - Create Generations Folder":{"main":[[{"node":"Spreadsheet","type":"main","index":0}]]}}}


name: Scalable Multi-Agent Chat Using @mentions
author_name: Jon Doran
author_username: jondoran
categories: []
created_at: 2025-04-08T12:49:14.252Z
updated_at: 2025-04-08T12:49:14.252Z
url: https://n8n.io/workflows/3473
scraped_at: 2025-06-19 22:49:55
description:
  Summary

  Engage multiple, uniquely configured AI agents (using different models via OpenRouter) in a single conversation. Trigger specific agents with @mentions or let them all respond. Easily scalable by editing simple JSON settings.

  Overview

  This workflow is for users who want to experiment with or utilize multiple AI agents with distinct personalities, instructions, and underlying models within a single chat interface, without complex setup. It solves the problem of managing and interacting with diverse AI assistants simultaneously for tasks like brainstorming, comparative analysis, or role-playing scenarios.

  It enables dynamic conversations with multiple AI assistants simultaneously within a single chat interface. You can:

  Define multiple unique AI agents.
  Configure each agent with its own name, system instructions, and LLM model (via OpenRouter).
  Interact with specific agents using @AgentName mentions.
  Have all agents respond (in random order) if no specific agents are mentioned.
  Maintain conversation history across multiple turns.

  It's designed for flexibility and scalability, allowing you to easily add or modify agents without complex workflow restructuring.

  Key Features

  Multi-Agent Interaction:** Chat with several distinct AI personalities at once.
  Individual Agent Configuration:** Customize name, system prompt, and LLM for each agent.
  OpenRouter Integration:** Access a wide variety of LLMs compatible with OpenRouter.
  Mention-Based Triggering:** Direct messages to specific agents using @AgentName.
  All-Agent Fallback:** Engages all defined agents randomly if no mentions are used.
  Scalable Setup:** Agent configuration is centralized in a single Code node (as JSON).
  Conversation Memory:** Remembers previous interactions within the session.

  How to Set Up

  Configure Settings (Code Nodes):
      Open the Define Global Settings Code node: Edit the JSON to set user details (name, location, notes) and add any system message instructions that all agents should follow.
      Open the Define Agent Settings Code node: Edit the JSON to define your agents. Add or remove agent objects as needed. For each agent, specify:
          "name": The unique name for the agent (used for @mentions).
          "model": The OpenRouter model identifier (e.g., "openai/gpt-4o", "anthropic/claude-3.7-sonnet").
          "systemMessage": Specific instructions or persona for this agent.
  Add OpenRouter Credentials:
      Locate the AI Agent node.
      Click the OpenRouter Chat Model node connected below it via the Language Model input.
      In the 'Credential for OpenRouter API' field, select or create your OpenRouter API credentials.

  How to Use

  Start a conversation using the Chat Trigger input.
  To address specific agents, include @AgentName in your message. Agents will respond sequentially in the order they are mentioned.
      Example: "@Gemma @Claude, please continue the count: 1" will trigger Gemma first, followed by Claude.
  If your message contains no @mentions, all agents defined in Define Agent Settings will respond in a randomized order.
      Example: "What are your thoughts on the future of AI?" will trigger Chad, Claude, and Gemma (based on your default settings) in a random sequence.
  The workflow will collect responses from all triggered agents and return them as a single, formatted message.

  How It Works (Technical Details)

  Settings Nodes: Define Global Settings and Define Agent Settings load your configurations.
  Mention Extraction: The Extract mentions Code node parses the user's input (chatInput) from the When chat message received trigger. It looks for @AgentName patterns matching the names defined in Define Agent Settings.
  Agent Selection:
      If mentions are found, it creates a list of the corresponding agent configurations in the order they were mentioned.
      If no mentions are found, it creates a list of all defined agent configurations and shuffles them randomly.
  Looping: The Loop Over Items node iterates through the selected agent list.
  Dynamic Agent Execution: Inside the loop:
      An If node (First loop?) checks if it's the first agent responding. If yes (true path -&gt; Set user message as input), it passes the original user message to the Agent. If no (false path -&gt; Set last Assistant message as input), it passes the previous agent's formatted output (lastAssistantMessage) to the next agent, creating a sequential chain.
      The AI Agent node receives the input message. Its System Message and the Model in the connected OpenRouter Chat Model node are dynamically populated using expressions referencing the current agent's data from the loop ({{ $('Loop Over Items').item.json.* }}).
      The Simple Memory node provides conversation history to the AI Agent.
      The agent's response is formatted (e.g., AgentName:\n\nResponse) in the Set lastAssistantMessage node.
  Response Aggregation: After the loop finishes, the Combine and format responses Code node gathers all the lastAssistantMessage outputs and joins them into a single text block, separated by horizontal rules (---), ready to be sent back to the user.

  Benefits

  Scalability & Flexibility:** Instead of complex branching logic, adding, removing, or modifying agents only requires editing simple JSON in the Define Agent Settings node, making setup and maintenance significantly easier, especially for those managing multiple assistants.
  Model Choice:** Use the best model for each agent's specific task or persona via OpenRouter.
  Centralized Configuration:** Keeps agent setup tidy and manageable.

  Limitations

  Sequential Responses:** Agents respond one after another based on mention order (or randomly), not in parallel.
  No Direct Agent-to-Agent Interaction (within a turn):* Agents cannot directly call or reply to each other *during the processing of a single user message. Agent B sees Agent A's response only because the workflow passes it as input in the next loop iteration.
  Delayed Output:* The user receives the combined response only *after all triggered agents have completed their generation.

nodes_used:
  ["n8n-nodes-base.code","@n8n/n8n-nodes-langchain.agent","@n8n/n8n-nodes-langchain.memoryBufferWindow","@n8n/n8n-nodes-langchain.lmChatOpenRouter"]

workflow_json:
  {"id":"0QQxgdQABUbbDJ0G","meta":{"instanceId":"c98909b50b05c4069bd93ee5a4753d07322c9680e81da8568e96de2c713adb5c"},"name":"Multi-Agent Conversation","tags":[],"nodes":[{"id":"218308e2-dc68-43ee-ae84-d931ad7a4ac5","name":"When chat message received","type":"@n8n/n8n-nodes-langchain.chatTrigger","position":[-1880,-3280],"webhookId":"a74752f3-419a-4510-856f-3efeaceec019","parameters":{"options":{}},"typeVersion":1.1},{"id":"a519fe1e-8739-46e0-9770-deb256ab96cf","name":"AI Agent","type":"@n8n/n8n-nodes-langchain.agent","position":[-340,-3280],"parameters":{"text":"={{ $json.chatInput }}","options":{"systemMessage":"=Current date is {{ $now.format('yyyy-MM-dd') }}. The current time is {{ $now.format('HH:MM:ss') }}.\n\nThe user is {{ $('Define Global Settings').item.json.user.name }}, based in {{ $('Define Global Settings').item.json.user.location }}. {{ $('Define Global Settings').item.json.user.notes }}\n\nYou are part of a conversation with a user and multiple AI Assistants: {{ $('Define Agent Settings').item.json.keys() }}\n\nYou are {{ $('First loop?').item.json.name }}.\n\n{{ $('Loop Over Items').item.json.systemMessage }}\n\n{{ $('Define Global Settings').item.json.global.systemMessage }}"},"promptType":"define"},"typeVersion":1.8},{"id":"2e00f0ff-e7af-45d5-99bc-23031b5d7892","name":"Loop Over Items","type":"n8n-nodes-base.splitInBatches","position":[-1000,-3280],"parameters":{"options":{}},"typeVersion":3},{"id":"1c979a20-46a5-4591-92da-82c1c96277c6","name":"Extract mentions","type":"n8n-nodes-base.code","position":[-1220,-3280],"parameters":{"jsCode":"// Analyzes the user message and extracts @mentions in the order they appear. If there are none, all Assistants will be called in random order.\n// --- Configuration: Adjust these lines ---\nconst chatMessageNodeName = 'When chat message received'; // <-- Replace with your Chat Message node name\nconst agentSetupNodeName = 'Define Agent Settings';         // <-- Replace with your Agent Setup node name\nconst chatTextPath = 'json.chatInput';               // <-- Replace with path to text in Chat node output (e.g., 'json.message')\n// --- End Configuration ---\n\n// Helper function for safe nested property access (alternative to _.get)\nfunction getSafe(obj, path, defaultValue = undefined) {\n    const pathParts = path.split('.');\n    let current = obj;\n    for (const part of pathParts) {\n        if (current === null || current === undefined || typeof current !== 'object' || !Object.prototype.hasOwnProperty.call(current, part)) {\n            return defaultValue;\n        }\n        current = current[part];\n    }\n    return current ?? defaultValue;\n}\n\n// 1. Get Chat Text\nconst chatMessageNode = $(chatMessageNodeName);\nconst chatText = getSafe(chatMessageNode.item, chatTextPath, '');\n\n// 2. Get Agent Data and Names\nconst agentSetupNode = $(agentSetupNodeName);\nconst agentData = getSafe(agentSetupNode.item, 'json', {}); // e.g., { Chad: {...}, Gemma: {...}, Claude: {...} }\nconst agentNames = Object.keys(agentData);\n\n// 3. Find all mentions, their names, and their positions in the text\nconst foundMentions = [];\nif (chatText && agentNames.length > 0) {\n    const escapeRegex = (s) => s.replace(/[-\\/\\\\^$*+?.()|[\\]{}]/g, '\\\\$&');\n    const agentPatternPart = agentNames.map(escapeRegex).join('|');\n\n    if (agentPatternPart) {\n        const mentionPattern = new RegExp(`\\\\B@(${agentPatternPart})\\\\b`, 'gi');\n        const matches = chatText.matchAll(mentionPattern);\n\n        for (const match of matches) {\n            const matchedNameCaseInsensitive = match[1];\n            const matchIndex = match.index;\n            const canonicalName = agentNames.find(name => name.toLowerCase() === matchedNameCaseInsensitive.toLowerCase());\n            if (canonicalName) {\n                foundMentions.push({ name: canonicalName, index: matchIndex });\n            }\n        }\n    }\n}\n\n// 4. Sort the found mentions by their index (order of appearance)\nfoundMentions.sort((a, b) => a.index - b.index);\n\n// 5. Map the sorted mentions to the desired output format (array of agent detail objects)\nlet outputArray = foundMentions.map(mention => {\n    const agentDetails = agentData[mention.name];\n    if (!agentDetails) {\n        console.warn(`Could not find details for agent: ${mention.name}`);\n        return null;\n    }\n    return {\n        name: agentDetails.name,\n        model: agentDetails.model,\n        systemMessage: agentDetails.systemMessage\n    };\n}).filter(item => item !== null);\n\n// 6. Check if any mentions were specifically found. If not, populate outputArray with ALL agents in RANDOM order.\nif (outputArray.length === 0 && foundMentions.length === 0) { // Check if NO mentions were found initially\n    // --- NO MENTIONS FOUND ---\n    // Populate outputArray with ALL agents from agentData\n    const allAgentDetailsArray = Object.values(agentData);\n\n    // --- Simple Randomization ---\n    // Shuffle the array in place using sort with a random comparator\n    allAgentDetailsArray.sort(() => 0.5 - Math.random());\n    // --- End Randomization ---\n\n    // Map all agents (now in random order) to the output structure\n    outputArray = allAgentDetailsArray.map(agentObject => ({\n        name: agentObject.name,\n        model: agentObject.model,\n        systemMessage: agentObject.systemMessage\n    }));\n} // Intentionally no 'else' here, if outputArray already had items from mentions, we use that.\n\n// 7. Final Output Formatting (Handles both cases: specific mentions OR all agents)\n// Check if, after everything, the outputArray is *still* empty (e.g., if agentData was empty initially)\nif (outputArray.length === 0) {\n    // If still empty, return a status or error as a fallback\n     return [{ json: { status: \"no_agents_available\", message: \"No mentions found and no agents defined.\" } }];\n} else {\n    // Return the array of agent objects formatted for n8n (multiple items)\n    return outputArray.map(agentObject => ({ json: agentObject }));\n}"},"typeVersion":2},{"id":"45f635ca-f4fa-4f6c-a32a-9722906255fd","name":"Simple Memory","type":"@n8n/n8n-nodes-langchain.memoryBufferWindow","position":[-192,-3060],"parameters":{"sessionKey":"={{ $('When chat message received').first().json.sessionId }}","sessionIdType":"customKey","contextWindowLength":99},"typeVersion":1.3},{"id":"5c903044-bce2-4aa8-b168-a460a4999c54","name":"Set last Assistant message as input","type":"n8n-nodes-base.set","position":[-560,-3180],"parameters":{"options":{},"assignments":{"assignments":[{"id":"38aa959a-e1e5-4c84-a7bd-ff5e0f61b62d","name":"=chatInput","type":"string","value":"={{ $('Set lastAssistantMessage').first().json.lastAssistantMessage }}"}]}},"typeVersion":3.4},{"id":"7b389b9f-1751-4bc1-9c6f-bf6a04a1e09f","name":"Set user message as input","type":"n8n-nodes-base.set","position":[-560,-3380],"parameters":{"options":{},"assignments":{"assignments":[{"id":"75b61275-7526-4431-b624-f8e098aa812d","name":"chatInput","type":"string","value":"={{ $('When chat message received').item.json.chatInput }}"}]}},"typeVersion":3.4},{"id":"a238817f-0d10-4cd4-9760-53f69bb179f7","name":"First loop?","type":"n8n-nodes-base.if","position":[-780,-3280],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"51c41fdf-f4d3-4c7a-ac18-06815a59a958","operator":{"type":"number","operation":"equals"},"leftValue":"={{ $runIndex}}","rightValue":0}]}},"typeVersion":2.2},{"id":"415927d7-b1a4-42b2-9607-c6ff707a528b","name":"Set lastAssistantMessage","type":"n8n-nodes-base.set","position":[36,-3155],"parameters":{"options":{},"assignments":{"assignments":[{"id":"b93025b2-f5a7-476b-bd09-b5b4af050e73","name":"lastAssistantMessage","type":"string","value":"=**{{ $('Loop Over Items').item.json.name }}**:\n\n{{ $json.output }}"}]}},"typeVersion":3.4},{"id":"77861e4b-a1d2-4c35-bf50-15914602a8b5","name":"Combine and format responses","type":"n8n-nodes-base.code","position":[-780,-3480],"parameters":{"jsCode":"// Get the array of items from the input (output of the loop)\nconst inputItems = items;\n\n// Extract the 'lastAssistantMessage' from each item's JSON data.\n// If the field is missing or not a string, use an empty string to avoid errors.\nconst messages = inputItems.map(item => {\n  const message = item.json.lastAssistantMessage;\n  return typeof message === 'string' ? message : '';\n});\n\n// Join the extracted messages together with a horizontal rule separator\nconst combinedText = messages.join('\\n\\n---\\n\\n');\n\n// Return a new single item containing the combined text.\n// You can rename 'output' if you like.\nreturn [{ json: { output: combinedText } }];"},"typeVersion":2},{"id":"4da2f95d-bce4-4844-a23c-63ca777efbfd","name":"Define Global Settings","type":"n8n-nodes-base.code","position":[-1660,-3280],"parameters":{"jsCode":"// Configure Global settings. This includes information about you - the user - and a section of the System Message that all Assistants will see. (Assistant-specific System Message sections can be set in the 'Define Agent Settings' node.)\nreturn [\n  {\n    json: {\n      \"user\": {\n        \"name\": \"Jon\",\n        \"location\": \"Melbourne, Australia\",\n        \"notes\": \"Jon likes a casual, informal conversation style.\"\n      },\n      \"global\": {\n        \"systemMessage\": \"Don't overdo the helpful, agreeable approach.\"\n      }\n    }\n  }\n];\n"},"typeVersion":2},{"id":"6639a554-9e5f-40ac-b68e-b8eaa777252d","name":"Define Agent Settings","type":"n8n-nodes-base.code","position":[-1440,-3280],"parameters":{"jsCode":"// Configure Assistants. The number of Assistants can be changed by adding or removing JSON objects. Use the OpenRouter model naming convention.\nreturn [\n  {\n    json: {\n      \"Chad\": {\n        \"name\": \"Chad\",\n        \"model\": \"openai/gpt-4o\",\n        \"systemMessage\": \"You are a helpful Assistant. You are eccentric and creative, and try to take discussions into unexpected territory.\"\n      },\n      \"Claude\": {\n        \"name\": \"Claude\",\n        \"model\": \"anthropic/claude-3.7-sonnet\",\n        \"systemMessage\": \"You are logical and practical.\"\n      },\n      \"Gemma\": {\n        \"name\": \"Gemma\",\n        \"model\": \"google/gemini-2.0-flash-lite-001\",\n        \"systemMessage\": \"You are super friendly and love to debate.\"\n      }\n    }\n  }\n];\n"},"typeVersion":2},{"id":"d55a7e02-3574-4d78-a141-db8d3657857b","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-1750,-3620],"parameters":{"color":4,"width":500,"height":500,"content":"## Step 1: Configure Settings Nodes\n\nEdit the JSON in these nodes to:\n\n- Configure details about you (the user)\n- Define content that will appear in all system messages\n- Define Agents.\n\nFor Agents, you can configure:\n- How many you create\n- Their names\n- The LLM model they use (choose any that are available via OpenRouter)\n- Agent-specific system prompt content"},"typeVersion":1},{"id":"d3eb2797-4008-4bdb-a588-b2412ed5ffa7","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-400,-3620],"parameters":{"color":4,"width":360,"height":720,"content":"## Step 2: Connect Agent to OpenRouter\n\nSet your OpenRouter credentials, and all other parameters including system messages and model selection are dynamically populated."},"typeVersion":1},{"id":"a6085a55-db36-42d8-8c57-c9123490581f","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-1940,-3900],"parameters":{"color":5,"width":2180,"height":1100,"content":"# Scalable Multi-Agent Conversations\n\n"},"typeVersion":1},{"id":"d2ee6317-3a9c-4df8-8fce-87daa3530233","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-1200,-3860],"parameters":{"width":380,"height":360,"content":"## About this workflow\n\n**What does this workflow do?**\nEnables you to initiate a conversation with multiple AI agents at once. Each agent can be configured with a unique name, system instructions, a different model.\n\n**How do I use it?**\n1. Configure the settings nodes to create the Agents you need.\n2. Call one or more individual agents using @Name mentions in your messages. If your message does not have @mentions, all agents will be called, in random order."},"typeVersion":1},{"id":"a190a268-7f90-4c4e-aceb-482545d0b72b","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[-820,-3860],"parameters":{"width":380,"height":360,"content":"**How does it work?**\nSettings are configured in the first two nodes after the chat trigger. Then @mentions in your message are extracted and fed into a loop. With each loop, the agent's system message and model are dynamically populated, avoiding the need to create multiple agent nodes and complex routing logic.\n\nWhen all agents have had their say, their responses are combined and formatted. The use of a shared memory node enables multi-round conversations.\n\n**What are the limitations?**\nAgents cannot call each other or respond in parallel. Agents' responses are not visible to the user until all agents have responded.\n\n"},"typeVersion":1},{"id":"30d8c207-9a7a-46c5-be89-0deafc6c183f","name":"OpenRouter Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatOpenRouter","position":[-312,-3060],"parameters":{"model":"={{ $('Extract mentions').item.json.model }}","options":{}},"credentials":{"openRouterApi":{"id":"jB56IT6KRdHSBbkw","name":"OpenRouter account"}},"typeVersion":1}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"6c0312e7-7a81-41cd-9403-8ad947100b80","connections":{"AI Agent":{"main":[[{"node":"Set lastAssistantMessage","type":"main","index":0}]]},"First loop?":{"main":[[{"node":"Set user message as input","type":"main","index":0}],[{"node":"Set last Assistant message as input","type":"main","index":0}]]},"Simple Memory":{"ai_memory":[[{"node":"AI Agent","type":"ai_memory","index":0}]]},"Loop Over Items":{"main":[[{"node":"Combine and format responses","type":"main","index":0}],[{"node":"First loop?","type":"main","index":0}]]},"Extract mentions":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"Define Agent Settings":{"main":[[{"node":"Extract mentions","type":"main","index":0}]]},"OpenRouter Chat Model":{"ai_languageModel":[[{"node":"AI Agent","type":"ai_languageModel","index":0}]]},"Define Global Settings":{"main":[[{"node":"Define Agent Settings","type":"main","index":0}]]},"Set lastAssistantMessage":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"Set user message as input":{"main":[[{"node":"AI Agent","type":"main","index":0}]]},"When chat message received":{"main":[[{"node":"Define Global Settings","type":"main","index":0}]]},"Combine and format responses":{"main":[[]]},"Set last Assistant message as input":{"main":[[{"node":"AI Agent","type":"main","index":0}]]}}}


name: Automated LinkedIn Profile Discovery with Airtop and Google Search
author_name: Airtop
author_username: cesar-at-airtop
nodes_used: ["n8n-nodes-base.googleSheets","n8n-nodes-base.code","n8n-nodes-base.airtop"]
categories: []
created_at: 2025-04-08T17:36:04.378Z
updated_at: 2025-04-08T17:36:04.378Z
url: https://n8n.io/workflows/3477
scraped_at: 2025-06-19 22:49:34
description:
  About The LinkedIn Profile Discovery Automation

  Are you tired of manually searching for LinkedIn profiles or paying expensive data providers for often outdated information? If you spend countless hours trying to find accurate LinkedIn URLs for your prospects or candidates, this automation will change your workflow forever. Just give this workflow the information you have about a contact, and it will automatically augment it with a LinkedIn profile.

  How to find a LinkedIn Profile Link

  In this guide, you'll learn how to automate LinkedIn profile link discovery using Airtop's built-in node in n8n. Using this automation, you'll have a fully automated workflow that saves you hours of manual searching while providing accurate, validated LinkedIn URLs.

  What You'll Need

  A free Airtop API key
  A Google Workspace account. If you have a Gmail account, you’re all set
  Estimated setup time: 10 minutes

  Understanding the Process

  This automation leverages the power of intelligent search algorithms combined with LinkedIn validation to ensure accuracy. Here's how it works:

  Takes your input data (name, company, etc.) and constructs intelligent search queries
  Utilizes Google search to identify potential LinkedIn profile URLs
  Validates the discovered URLs directly against LinkedIn to ensure accuracy
  Returns confirmed, accurate LinkedIn profile URLs

  Setting Up Your Automation

  Getting started with this automation is straightforward:

  Prepare Your Google Sheet

  Create a new Google Sheet with columns for input data (name, company, domain, etc.)
  Add columns for the output LinkedIn URL and validation status (see this example)

  Configure the Automation

  Connect your Google Workspace account to n8n if you haven't already
  Add your Airtop API credentials
  (Optionally) Configure your Airtop Profile and sign-in to LinkedIn in order to validate profile URL's

  Run Your First Test

  Add a few test entries to your Google Sheet
  Run the workflow
  Check the results in your output columns

  Customization Options

  While the default setup uses Google Sheets, this automation is highly flexible:

  Webhook Integration**: Perfect for integrating with tools like Clay, Instantly, or your custom applications
  Alternatives**: Replace Google Sheets with Airtable, Notion, or any other tools you already use for more robust database capabilities
  Custom Output Formatting**: Modify the output structure to match your existing systems
  Batch Processing**: Configure for bulk processing of multiple profiles

  Real-World Applications

  This automation has the potential to transform how we organizations handle profile enrichment.

  Recruiting Firm Success Story

  With this automation, a recruiting firm could save hundreds of dollars a month in data enrichment fees, achieve better accuracy, and eliminate subscription costs. They would also be able to process thousands of profiles weekly with near-perfect accuracy.

  Sales Team Integration

  A B2B sales team could integrate this automation with their CRM, automatically enriching new leads with validated LinkedIn profiles and saving their SDRs hours per week on manual research.

  Best Practices

  To maximize the accuracy of your results:

  Always include company information (domain or company name) with your search queries
  Use full names rather than nicknames or initials when possible
  Consider including location data for more accurate results with common names
  Implement rate limiting to respect LinkedIn's usage guidelines
  Keep your input data clean and standardized for best results
  Use the integrated proxy to navigate more effectively through Google and LinkedIn

  What's Next?

  Now that you've automated LinkedIn profile discovery, consider exploring related automations:

  Automated lead scoring based on LinkedIn profile data
  Email finder automation using validated LinkedIn profiles
  Integration with your CRM for automated contact enrichment

workflow_json:
  {"id":"lifB7iUXlDzr5dmI","meta":{"instanceId":"660cf2c29eb19fa42319afac3bd2a4a74c6354b7c006403f6cba388968b63f5d","templateCredsSetupCompleted":true},"name":"LinkedIn Profile Discovery","tags":[{"id":"a8B9vqj0vNLXcKVQ","name":"template","createdAt":"2025-04-04T15:38:37.785Z","updatedAt":"2025-04-04T15:38:37.785Z"}],"nodes":[{"id":"9ae64a3a-c7e7-45ca-88ee-ebf6144f3197","name":"When clicking ‘Test workflow’","type":"n8n-nodes-base.manualTrigger","position":[0,0],"parameters":{},"typeVersion":1},{"id":"a22416bb-ef9e-422f-b480-cd52d8c93bfa","name":"Person info","type":"n8n-nodes-base.googleSheets","position":[220,0],"parameters":{"options":{},"sheetName":{"__rl":true,"mode":"list","value":"gid=0","cachedResultUrl":"https://docs.google.com/spreadsheets/d/1rjlKzphEbknNh_ToS9pR_dP_Tw93FsxDte5AI4LH5_E/edit#gid=0","cachedResultName":"Sheet1"},"documentId":{"__rl":true,"mode":"list","value":"1rjlKzphEbknNh_ToS9pR_dP_Tw93FsxDte5AI4LH5_E","cachedResultUrl":"https://docs.google.com/spreadsheets/d/1rjlKzphEbknNh_ToS9pR_dP_Tw93FsxDte5AI4LH5_E/edit?usp=drivesdk","cachedResultName":"Linkedin Profile URLs"}},"credentials":{"googleSheetsOAuth2Api":{"id":"CwpCAR1HwgHZpRtJ","name":"Google Drive"}},"typeVersion":4.5},{"id":"a4699dd8-54ef-478e-9ff8-2c2046ad6ea8","name":"Search profile","type":"n8n-nodes-base.airtop","notes":"This could take a few minutes depending on the number of rows","position":[440,0],"parameters":{"url":"=https://www.google.com/search?q={{ encodeURI($json['Person Info']) }}","prompt":"=This is Google Search results. the first results should be the Linkedin Page of {{ $json['Person Info'] }} \nReturn the Linkedin URL and nothing else.\nIf you cannot find the Linkedin URL, return an empty string. \nA valid Linkedin profile URL starts with \"https://www.linkedin.com/in/\"","resource":"extraction","operation":"query","sessionMode":"new","additionalFields":{}},"credentials":{"airtopApi":{"id":"byhouJF8RLH5DkmY","name":"Airtop"}},"notesInFlow":true,"typeVersion":1},{"id":"2dd4d350-743e-48a7-ab69-d0996bc46f49","name":"Parse response","type":"n8n-nodes-base.code","position":[660,0],"parameters":{"mode":"runOnceForEachItem","jsCode":"const linkedInProfile = $json.data.modelResponse\nconst rowData = $('Person info').item.json\n\nreturn { json: {\n  ...rowData,\n  'LinkedIn URL': linkedInProfile\n}};"},"typeVersion":2},{"id":"3efc182a-8707-4c8d-8263-a2aebe62b0a7","name":"Update row","type":"n8n-nodes-base.googleSheets","position":[880,0],"parameters":{"columns":{"value":{},"schema":[{"id":"Person Info","type":"string","display":true,"required":false,"displayName":"Person Info","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Linkedin URL","type":"string","display":true,"required":false,"displayName":"Linkedin URL","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Validated","type":"string","display":true,"required":false,"displayName":"Validated","defaultMatch":false,"canBeUsedToMatch":true},{"id":"row_number","type":"string","display":true,"removed":false,"readOnly":true,"required":false,"displayName":"row_number","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"autoMapInputData","matchingColumns":["row_number"],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"update","sheetName":{"__rl":true,"mode":"list","value":"gid=0","cachedResultUrl":"https://docs.google.com/spreadsheets/d/1rjlKzphEbknNh_ToS9pR_dP_Tw93FsxDte5AI4LH5_E/edit#gid=0","cachedResultName":"Sheet1"},"documentId":{"__rl":true,"mode":"list","value":"1rjlKzphEbknNh_ToS9pR_dP_Tw93FsxDte5AI4LH5_E","cachedResultUrl":"https://docs.google.com/spreadsheets/d/1rjlKzphEbknNh_ToS9pR_dP_Tw93FsxDte5AI4LH5_E/edit?usp=drivesdk","cachedResultName":"Linkedin Profile URLs"}},"credentials":{"googleSheetsOAuth2Api":{"id":"CwpCAR1HwgHZpRtJ","name":"Google Drive"}},"typeVersion":4.5}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"97cd5141-63d5-4ece-83eb-e544455097d3","connections":{"Person info":{"main":[[{"node":"Search profile","type":"main","index":0}]]},"Parse response":{"main":[[{"node":"Update row","type":"main","index":0}]]},"Search profile":{"main":[[{"node":"Parse response","type":"main","index":0}]]},"When clicking ‘Test workflow’":{"main":[[{"node":"Person info","type":"main","index":0}]]}}}


name: Automate Instagram Posts with Google Drive, AI Captions & Facebook API
author_name: Sagar
author_username: sagarmasand9
categories: []
created_at: 2025-04-08T17:43:28.144Z
updated_at: 2025-04-08T17:43:28.144Z
url: https://n8n.io/workflows/3478
scraped_at: 2025-06-19 22:50:24
description:
  This template streamlines your Instagram content posting workflow by connecting Google Drive for image storage, using OpenAI for AI-generated captions, and leveraging Facebook Graph API for automated publishing.

  Pre-requisites
  Before setting up this workflow, ensure you have:

  A Google account with access to Google Drive

  An OpenAI API key for AI caption generation

  A Facebook Developer account with Instagram Graph API access

  An Instagram Business or Creator account connected to a Facebook Page

  n8n.io account with workflow access

  Setup Instructions
  Configure Data Source
  Create a Google Sheet with the following columns:

   Name: Filename of your image in Google Drive

  Caption: Optional custom caption (leave empty for AI-generated captions)

  URL: your Video Reel or Image in Google Drive

  Connect Google Drive
  Add your Google Drive credentials in the "Google Drive" node

  Specify the folder path where your Instagram image/Video are stored

  Configure the node to retrieve image files based on filenames from your Google Sheet

  Set Up OpenAI Integration
  Add your OpenAI API key to the credentials

  Configure the OpenAI node to generate engaging captions based on image content

  Adjust temperature and model parameters for desired creativity level

  Configure Facebook Graph API
  Connect your Facebook account with Instagram access

  Set up the Facebook Graph API node to post to your Instagram Business/Creator account

  Ensure proper image formatting (1:1, 4:5, or 16:9 aspect ratios supported by Instagram)

  Workflow Automation Setup
  Configure the scheduler node to run at your preferred frequency

  Set up error handling to notify you of any posting failures

  Add conditional nodes to use either custom or AI-generated captions

  Execution Instructions
  After completing all connections, test the workflow with a single image

  Monitor the execution in the n8n dashboard to ensure proper functioning

  View the "Executions" tab to track successful posts and troubleshoot any errors

  Adjust posting frequency and scheduling as needed

  This template saves hours of manual Instagram posting work while maintaining an authentic presence. Perfect for social media managers, content creators, and businesses looking to maintain consistent Instagram activity without the daily manual effort.

  The workflow handles image retrieval, caption generation or customization, proper Instagram API formatting, scheduled posting, and execution tracking - all in one automated solution.

nodes_used:
  ["n8n-nodes-base.googleSheets","n8n-nodes-base.googleDrive","n8n-nodes-base.facebookGraphApi","@n8n/n8n-nodes-langchain.openAi"]

workflow_json:
  {"meta":{"instanceId":"160aba527cc3058f06f5c3afbfdaa77f24ad6a273269f4a7e247245d0eb0c124","templateCredsSetupCompleted":true},"nodes":[{"id":"0c46db99-4216-4132-a705-62560e8ebff0","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[200,-100],"parameters":{"color":4,"width":275,"height":239,"content":"👈\nSet up Google Drive credentials.\n\nWhen a new photo/video or carousel is uploaded to the selected folder in Google Drive for posting on Instagram, this trigger will be activated.\n\nFollow the steps (YouTube video):\nhttps://youtu.be/L3NUp2XP_h0?si=KAjHYEZ-qedIM-n"},"typeVersion":1},{"id":"bea7e9cb-c125-4469-a902-71f949d82858","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[180,-480],"parameters":{"color":4,"width":492,"height":100,"content":"### Automate instagram posts with Google Drive, AI Captions & Facebook Graph API Agent (Easy to Set-Up)\n(Easy to set-up)"},"typeVersion":1},{"id":"b56d4729-cc93-41d9-be09-27547d0d8204","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[480,-100],"parameters":{"color":3,"width":275,"height":239,"content":"👈\nSet up Google Drive credentials.\n\nThis node will download the posting file in the n8n workflow.\n\nFollow the steps (YouTube video):\nhttps://youtu.be/L3NUp2XP_h0?si=KAjHYEZ-qedIM-n"},"typeVersion":1},{"id":"f70fd011-9eab-46b4-a861-148ddd90bca1","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[760,-100],"parameters":{"color":5,"width":275,"height":239,"content":"👈\nSet up OpenAI Message Model.\n\nSet up credentials.\n\nThis node will create captions for the post.\n\nFollow the steps (YouTube video):\nhttps://youtu.be/L3NUp2XP_h0?si=KAjHYEZ-qedIM-n"},"typeVersion":1},{"id":"4a85fd3c-66a8-40cf-be58-030568b953cf","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[1040,-100],"parameters":{"width":275,"height":399,"content":"👈\nSet up Google Sheets Node.\n\nSet up credentials.\n\nCreate a new sheet in Google Sheets (e.g., Instagram posts).\n\nCreate 3 columns: Name, Caption, and Image/Reel Link. Connect the Google sheet with this node. & connect the columns with the Google Drive Node (Name Column & Url Column with 2 parameters of Google Drive Node) and captions column with one OpenAI parameter.\n\nFollow the steps (YouTube video):\nhttps://youtu.be/L3NUp2XP_h0?si=KAjHYEZ-qedIM-n"},"typeVersion":1},{"id":"5e855a8f-3a45-43bc-a8e6-9c590fb77c3d","name":"Sticky Note7","type":"n8n-nodes-base.stickyNote","position":[1320,-100],"parameters":{"color":3,"width":275,"height":379,"content":"👈 Hardest Step (Facebook Graph API):\n\nSet up Facebook Graph API Node.\n\nSet up credentials.\n\nConnect query parameters with Google Sheets parameters.\n\nThis node will access your post file from Google Sheets with captions.\n\nFollow the steps (YouTube video):\nhttps://youtu.be/L3NUp2XP_h0?si=KAjHYEZ-qedIM-n"},"typeVersion":1},{"id":"515cef5a-52fd-49af-831c-50957e58564a","name":"Finally Post to Instagram","type":"n8n-nodes-base.facebookGraphApi","position":[1560,-280],"parameters":{"edge":"media_publish","node":"17841465053058137","hostUrl":"graph-video.facebook.com","options":{"queryParameters":{"parameter":[{"name":"creation_id","value":"={{ $json.id }}"}]}},"graphApiVersion":"v22.0","httpRequestMethod":"POST"},"credentials":{"facebookGraphApi":{"id":"vDjaXB1lRcGeYQV3","name":"Facebook Graph account"}},"typeVersion":1},{"id":"b3114251-0799-44a2-a838-0231103d8f87","name":"Sticky Note8","type":"n8n-nodes-base.stickyNote","position":[1600,-100],"parameters":{"color":4,"width":275,"height":299,"content":"👈 \n1. Set-up Facebook Graph API) Node\n2. 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name: Automated LinkedIn Lead Generation, Scoring & Communication with AI-Agent
author_name: Andrey
author_username: kulia
categories: []
created_at: 2025-04-08T23:40:26.853Z
updated_at: 2025-04-08T23:40:26.853Z
url: https://n8n.io/workflows/3490
scraped_at: 2025-06-19 22:50:07
description:
  ⚠️ DISCLAIMER: This workflow uses the HDW LinkedIn community node, which is only available on self-hosted n8n instances. It will not work on n8n.cloud.

  Overview

  This workflow automates the entire LinkedIn lead generation process from finding prospects that match your Ideal Customer Profile (ICP) to sending personalized messages. It uses AI to analyze lead data, score potential clients, and prioritize your outreach efforts.

  Key Features

  AI-Driven Lead Generation**: Convert ICP descriptions into LinkedIn search parameters
  Comprehensive Data Enrichment**: Analyze company websites, LinkedIn posts, and news
  Intelligent Lead Scoring**: Prioritize leads based on AI analysis of intent signals
  Automated Outreach**: Connect with prospects and send personalized messages

  Requirements

  Self-hosted n8n instance with the HDW LinkedIn community node installed
  OpenAI API access (for GPT-4o)
  Google Sheets access
  HDW API key (available at app.horizondatawave.ai)
  LinkedIn account

  Setup Instructions

  1. Install Required Nodes

  Ensure the HDW LinkedIn community node is installed on your n8n instance
  Command: npm install n8n-nodes-hdw
  (or use this instruction)

  2. Configure Credentials

  OpenAI**: Add your OpenAI API key
  Google Sheets**: Set up Google account access
  HDW LinkedIn**: Configure your API key from horizondatawave.ai

  3. Set Up Google Sheet

  Create a new Google Sheet with the following columns (or copy template):
    Name, URN, URL, Headline, Location, Current company, Industry, etc.
    The workflow will populate these columns automatically

  4. Customize Your ICP

  Use chat to provide the AI Agent with your Ideal Customer Profile
  Example: "Target marketing directors at SaaS companies with 50-200 employees"

  5. Adjust Scoring Criteria

  Modify the lead scoring prompt in the "Company Score Analysis" node to match your specific product/service
  Tune the evaluation criteria based on your unique business needs

  6. Configure Message Templates

  Update the HDW LinkedIn Send Message node with your custom message

  How It Works

  ICP Translation: AI converts your ICP description into LinkedIn search parameters
  Lead Discovery: Workflow searches LinkedIn using these parameters
  Data Collection: Results are saved to Google Sheets
  Enrichment: System collects additional data about each lead:
     Company website analysis
     Lead's LinkedIn posts
     Company's LinkedIn posts
     Recent company news
  Intent Analysis: AI analyzes all data to identify buying signals
  Lead Scoring: Leads are scored on a 1-10 scale based on likelihood of interest
  Connection Requests: Top-scoring leads receive connection requests
  Follow-Up: When connections are accepted, automated messages are sent

  Customization

  Search Parameters**: Adjust the AI Agent prompt to refine your target audience
  Scoring Criteria**: Modify scoring prompts to highlight indicators relevant to your product
  Message Content**: Update message templates for personalized outreach
  Schedule**: Configure when connection requests and messages are sent

  Rate Limits & Best Practices

  LinkedIn has connection request limits (approximately 100-200 per week)
  The workflow includes safeguards to avoid exceeding these limits
  Consider spacing your outreach for better response rates

  Note: Always use automation tools responsibly and in accordance with LinkedIn's terms of service.

nodes_used:
  ["n8n-nodes-base.googleSheets","@n8n/n8n-nodes-langchain.agent","@n8n/n8n-nodes-langchain.chainLlm","@n8n/n8n-nodes-langchain.lmChatOpenAi","@n8n/n8n-nodes-langchain.memoryBufferWindow","@n8n/n8n-nodes-langchain.outputParserStructured","@n8n/n8n-nodes-langchain.openAi"]

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Building search filters based on your ICP\n2. Searching LinkedIn using these filters\n3. Saving the list of leads in Google Spreadsheet\n4. Data enrichment\n  • Company website\n  • Intent search in lead's posts\n  • Intent search in company posts\n  • Analysis of company news\n  • Analysis of company website\n5. Scoring information about the lead to prioritize interaction\n6. Adding the lead to LinkedIn connections\n7. Checking for reciprocal connection\n8. Writing messages\n\n## Requirements:\n1. Access to LLM (the example uses OpenAI API)\n2. Access to Google Drive\n3. API key for horizondatawave.ai\n4. LinkedIn account"},"typeVersion":1},{"id":"244a300a-a0f6-4d35-90c1-e87078ed6600","name":"Sticky Note9","type":"n8n-nodes-base.stickyNote","position":[-2080,920],"parameters":{"color":7,"width":300,"height":80,"content":"This node - an AI agent transforms your ICP description into filters for querying data in LinkedIn"},"typeVersion":1},{"id":"f8cf06a5-e69a-4e8c-9132-b46093b22f16","name":"Sticky Note10","type":"n8n-nodes-base.stickyNote","position":[-1360,1340],"parameters":{"color":7,"width":320,"height":80,"content":"Data is requested through the HDW API for each filter and saved in Google Sheets."},"typeVersion":1},{"id":"1506055f-de26-4317-85d8-b4b0e99f78f7","name":"Sticky Note11","type":"n8n-nodes-base.stickyNote","position":[-640,860],"parameters":{"color":7,"width":320,"height":120,"content":"At this stage, the presence of the company name in the lead's profile is verified, and a website search is performed for each company"},"typeVersion":1},{"id":"8e70ff75-9cd9-4e17-9a55-40e87dbe2947","name":"Sticky Note12","type":"n8n-nodes-base.stickyNote","position":[780,740],"parameters":{"color":5,"width":360,"height":100,"content":"You can modify the prompt here so that at this stage the search corresponds to your product. \nFor example, you can explicitly mark mentions of certain topics, locations, or other entities."},"typeVersion":1},{"id":"7d6ad9ee-65cc-4235-abb1-557b0a602173","name":"Sticky Note13","type":"n8n-nodes-base.stickyNote","position":[740,1320],"parameters":{"color":5,"width":360,"height":100,"content":"You can modify the prompt here so that at this stage the search corresponds to your product. \nFor example, you can explicitly mark mentions of certain topics, locations, or other entities."},"typeVersion":1},{"id":"e04cbd74-c77e-4cfe-945d-447191ba4dbe","name":"Sticky Note14","type":"n8n-nodes-base.stickyNote","position":[760,1760],"parameters":{"color":5,"width":360,"height":100,"content":"You can modify the prompt here so that at this stage the search corresponds to your product. \nFor example, you can explicitly mark mentions of certain topics, locations, or other entities."},"typeVersion":1},{"id":"39852dfc-6077-4a3d-8dca-8760eaf20d18","name":"Sticky Note15","type":"n8n-nodes-base.stickyNote","position":[760,2240],"parameters":{"color":5,"width":360,"height":100,"content":"You can modify the prompt here so that at this stage the search corresponds to your product. \nFor example, you can explicitly mark mentions of certain topics, locations, or other entities."},"typeVersion":1},{"id":"e55a0d94-30c1-4d00-9b32-835a5ce8e66f","name":"Sticky Note16","type":"n8n-nodes-base.stickyNote","position":[2200,1620],"parameters":{"color":5,"width":360,"height":100,"content":"You can also change the scoring criteria to assess the probability of need based on your product or business by adjusting the prompt in this node"},"typeVersion":1},{"id":"66b08e98-dfe4-425a-83c6-0c11f4ad6a53","name":"Sticky Note17","type":"n8n-nodes-base.stickyNote","position":[3600,900],"parameters":{"color":5,"width":360,"height":100,"content":"Here you can change the number of connection requests. It is not recommended to add more than 200 connections per week."},"typeVersion":1},{"id":"4d8240ad-688e-4469-bcd4-b708b19cecba","name":"Sticky Note18","type":"n8n-nodes-base.stickyNote","position":[4360,1980],"parameters":{"color":3,"width":360,"height":100,"content":"In this node, you need to modify the message that will be automatically sent to the user after the connection is confirmed."},"typeVersion":1},{"id":"ad3f07f9-645a-49d8-be56-b45b3a38736a","name":"Sticky Note19","type":"n8n-nodes-base.stickyNote","position":[2620,1040],"parameters":{"color":3,"width":180,"height":80,"content":"Change the schedule for when connection requests will be sent."},"typeVersion":1},{"id":"8c13451c-13a3-4b36-b0ba-341dbc4c6e93","name":"Sticky Note20","type":"n8n-nodes-base.stickyNote","position":[3040,1840],"parameters":{"color":3,"width":200,"height":100,"content":"Change the schedule for when connection request responses will be checked and messages will be sent."},"typeVersion":1},{"id":"b462dd15-76a6-4d09-a258-6a64c5e7c2b5","name":"HDW Get LinkedIn Profile Connections","type":"n8n-nodes-hdw.hdwLinkedinManagement","maxTries":5,"position":[3260,1540],"parameters":{"count":40,"operation":"getConnections","connectedAfter":0},"credentials":{"hdwLinkedinApi":{"id":"ZT0V5HkxTZIlAkvE","name":"HDW LinkedIn account"}},"retryOnFail":true,"typeVersion":1,"waitBetweenTries":5000},{"id":"44e0fce5-df66-4572-bc91-c3600cb9377e","name":"HDW Send LinkedIn Connection","type":"n8n-nodes-hdw.hdwLinkedinManagement","onError":"continueRegularOutput","maxTries":5,"position":[4140,1200],"parameters":{"user":"={{ $('Google Sheets13').item.json.URN }}"},"credentials":{"hdwLinkedinApi":{"id":"ZT0V5HkxTZIlAkvE","name":"HDW LinkedIn account"}},"retryOnFail":true,"typeVersion":1,"waitBetweenTries":5000},{"id":"d5870d51-8f5e-41b2-b05e-1b49b04ede86","name":"AI Agent: ICP -> LinkedIn search filters","type":"@n8n/n8n-nodes-langchain.agent","onError":"continueRegularOutput","position":[-2320,1060],"parameters":{"text":"=ICP  description - {{ $json.output }}","options":{"systemMessage":"Your task is to analyze an ICP (Ideal Customer Profile) description and convert it into LinkedIn Sales Navigator search parameters that are compatible with the HDW LinkedIn node in n8n.\n\n⸻\n\nHard rules (do not break them)\n\t1.\tNo guesswork.\n\t•\tNever invent new values for location, industry, current_companies, or any other field. Use only what is explicitly present in the ICP.\n\t2.\tReal companies only.\n\t•\tThe current_companies field may contain only company names that are directly mentioned in the ICP.\n\t3.\tNo fabricated locations.\n\t•\tIn location, specify only countries or cities that appear in the ICP.\n\t4.\t“Smart” filter combinations.\n\t•\tIf the ICP includes several locations and/or industries, generate multiple objects (filters)—one for each unique combination of actual values (do not create combinations that do not exist in the ICP).\n\t•\tReturn a maximum of 10 filters in one response.\n\t5.\tOmit undefined data.\n\t•\tIf a field is missing in the ICP, omit that key entirely (do not output null, empty strings, or empty arrays).\n\n\t7.\tIndustry list only.\n\t•\tFor industry, you may use only the names from the approved list (see below). Try with different industries in different filters\n\t8.\tJSON validation.\n\t•\tThe final answer must be a valid JSON array in the exact structure shown under “Response Format.”\n\t9.\tUp to 10 filters.\n\t•\tYou may return no more than ten filter objects per ICP request.\n\t10.\tUnclear roles → multiple title variants.\n\t•\tIf job roles/titles are not specified precisely in the ICP (e.g., only a function or department is mentioned), create several filters that cover plausible title variants.\n\t•\tEach variant goes into its own filter object (or grouped logically if other parameters are identical), still respecting the overall limit of 10 filters.\n\t•\tUse common, realistic synonyms or seniority variations relevant to the ICP \n\t•\tDo not invent wholly unrelated titles; stay within the role scope implied by the ICP.\n\nResponse Format\n\nReturn only a JSON array with no comments, explanations, or extra text. Each object represents one filter.\n\n[\n  {\n    \"salesNavigatorParams\": {\n      \"current_titles\": \"title1\",\n      \"current_companies\": \"company1\",\n      \"location\": \"location1\",\n      \"industry\": \"industry1\",\n      \"company_sizes\": [\n        \"Self-employed\",\n        \"1-10\",\n        \"11-50\",\n        \"51-200\",\n        \"201-500\",\n        \"501-1,000\",\n        \"1,001-5,000\",\n        \"5,001-10,000\",\n        \"10,001+\"\n      ]\n    },\n    \"count\": 10\n  },\n  {\n    \"salesNavigatorParams\": {\n      \"current_titles\": \"title2\",\n      \"current_companies\": \"company2\",\n      \"location\": \"location2\",\n      \"industry\": \"industry2\",\n      \"company_sizes\": [\n        \"Self-employed\",\n        \"1-10\",\n        \"11-50\",\n        \"51-200\",\n        \"201-500\",\n        \"501-1,000\",\n        \"1,001-5,000\",\n        \"5,001-10,000\",\n        \"10,001+\"\n      ]\n    },\n    \"count\": 10\n  }\nother filters\n]\n\nImportant: If a field does not apply, omit it entirely. For example, if company size is not specified, remove the whole company_sizes block.\n\n\n• (Allowed values for industry) If you need industry name use one from this list closer to the user request:\nChiropractors \nDefense and Space Manufacturing\nOptometrists\nComputer Hardware Manufacturing\nSoftware Development\nComputer Networking Products\nTransportation Equipment Manufacturing\nTechnology, Information and Internet\nPhysical, Occupational and Speech Therapists\nSemiconductor Manufacturing\nTelecommunications\nLaw Practice\nHousing Programs\nLegal Services\nBusiness Consulting and Services\nBiotechnology Research\nFamily Planning Centers\nMedical Practices\nTransportation Programs\nHospitals and Health Care\nUtilities Administration\nPharmaceutical Manufacturing\nOutpatient Care Centers\nVeterinary Services\nMedical Equipment Manufacturing\nSpace Research and Technology\nMotor Vehicle Parts Manufacturing\nPersonal Care Product Manufacturing\nRetail Apparel and Fashion\nSporting Goods Manufacturing\nTobacco Manufacturing\nMedical and Diagnostic Laboratories\nRetail Groceries\nFood and Beverage Manufacturing\nOil Extraction\nComputers and Electronics Manufacturing\nNatural Gas Extraction\nManufacturing\nFurniture and Home Furnishings Manufacturing\nHome Health Care Services\nRetail\nEmbedded Software Products\nEntertainment Providers\nMobile Computing Software Products\nGambling Facilities and Casinos\nAmbulance Services\nDesktop Computing Software Products\nIT System Custom Software Development\nTravel Arrangements\nIT System Operations and Maintenance\nHospitality\nIT System Installation and Disposal\nRestaurants\nIT System Training and Support\nHospitals\nSpectator Sports\nIT System Data Services\nFood and Beverage Services\nIT System Testing and Evaluation\nMovies, Videos, and Sound\nBroadcast Media Production and Distribution\nMuseums, Historical Sites, and Zoos\nArtists and Writers\nPerforming Arts\nRecreational Facilities\nBanking\nInsurance\nNursing Homes and Residential Care Facilities\nFinancial Services\nReal Estate\nInvestment Banking\nInvestment Management\nAccounting\nConstruction\nWholesale Building Materials\nArchitecture and Planning\nCivil Engineering\nInternet News\nAviation and Aerospace Component Manufacturing\nBlogs\nMotor Vehicle Manufacturing\nInterior Design\nChemical Manufacturing\nSocial Networking Platforms\nMachinery Manufacturing\nHousehold and Institutional Furniture Manufacturing\nBusiness Intelligence Platforms\nMining\nBusiness Content\nOil and Gas\nData Security Software Products\nShipbuilding\nUtilities\nMobile Gaming Apps\nTextile Manufacturing\nInternet Publishing\nPaper and Forest Product Manufacturing\nMedia and Telecommunications\nRailroad Equipment Manufacturing\nBlockchain Services\nFarming\nServices for the Elderly and Disabled\nRanching\nDairy Product Manufacturing\nOffice Furniture and Fixtures Manufacturing\nFisheries\nCommunity Services\nPrimary and Secondary Education\nHigher Education\nEducation Administration Programs\nResearch Services\nMattress and Blinds Manufacturing\nArmed Forces\nLegislative Offices\nAdministration of Justice\nInternational Affairs\nEmergency and Relief Services\nGovernment Administration\nExecutive Offices\nLaw Enforcement\nVocational Rehabilitation Services\nPublic Safety\nPublic Policy Offices\nAdvertising Services\nChild Day Care Services\nNewspaper Publishing\nPerforming Arts and Spectator Sports\nBook and Periodical Publishing\nPrinting Services\nInformation Services\nLibraries\nTheater Companies\nEnvironmental Services\nFreight and Package Transportation\nDance Companies\nIndividual and Family Services\nReligious Institutions\nCivic and Social Organizations\nConsumer Services\nCircuses and Magic Shows\nTruck Transportation\nWarehousing and Storage\nSports Teams and Clubs\nAirlines and Aviation\nMaritime Transportation\nRacetracks\nIT Services and IT Consulting\nMarket Research\nPublic Relations and Communications Services\nDesign Services\nNon-profit Organizations\nFundraising\nStrategic Management Services\nWriting and Editing\nStaffing and Recruiting\nWholesale Motor Vehicles and Parts\nProfessional Training and Coaching\nVenture Capital and Private Equity Principals\nPolitical Organizations\nTranslation and Localization\nComputer Games\nEvents Services\nRetail Art Supplies\nMuseums\nAppliances, Electrical, and Electronics Manufacturing\nOnline Audio and Video Media\nWholesale Furniture and Home Furnishings\nHistorical Sites\nNanotechnology Research\nRetail Art Dealers\nMusicians\nZoos and Botanical Gardens\nTransportation, Logistics, Supply Chain and Storage\nPlastics Manufacturing\nComputer and Network Security\nWireless Services\nAmusement Parks and Arcades\nAlternative Dispute Resolution\nSecurity and Investigations\nFacilities Services\nOutsourcing and Offshoring Consulting\nWellness and Fitness Services\nAlternative Medicine\nMedia Production\nAnimation and Post-production\nLeasing Non-residential Real Estate\nCapital Markets\nWholesale Photography Equipment and Supplies\nThink Tanks\nPhilanthropic Fundraising Services\nGolf Courses and Country Clubs\nE-Learning Providers\nWholesale\nWholesale Computer Equipment\nSkiing Facilities\nWholesale Import and Export\nIndustrial Machinery Manufacturing\nPhotography\nHuman Resources Services\nRetail Office Equipment\nMental Health Care\nGraphic Design\nInternational Trade and Development\nBeverage Manufacturing\nAccommodation and Food Services\nWholesale Metals and Minerals\nRetail Luxury Goods and Jewelry\nGlass, Ceramics and Concrete Manufacturing\nPackaging and Containers Manufacturing\nHotels and Motels\nAutomation Machinery Manufacturing\nWholesale Appliances, Electrical, and Electronics\nGovernment Relations Services\nBed-and-Breakfasts, Hostels, Homestays\nHorticulture\nWholesale Hardware, Plumbing, Heating Equipment\nWholesale Machinery\nCaterers\nMobile Food Services\nRenewable Energy Power Generation\nBars, Taverns, and Nightclubs\nRenewable Energy Equipment Manufacturing\nEngineering Services\nServices for Renewable Energy\nDigital Accessibility Services\nAccessible Hardware Manufacturing\nAccessible Architecture and Design\nRobot Manufacturing\nRobotics Engineering\nRepair and Maintenance\nSurveying and Mapping Services\nVehicle Repair and Maintenance\nRetail Pharmacies\nClimate Technology Product Manufacturing\nClimate Data and Analytics\nAlternative Fuel Vehicle Manufacturing\nWholesale Recyclable Materials\nSmart Meter Manufacturing\nFuel Cell Manufacturing\nWholesale Luxury Goods and Jewelry\nRegenerative Design\nFuneral Services\nDeath Care Services\nEnergy Technology\nWholesale Paper Products\nElectronic and Precision Equipment Maintenance\nWholesale Drugs and Sundries\nWholesale Apparel and Sewing Supplies\nCommercial and Industrial Machinery Maintenance\nFarming, Ranching, Forestry\nReupholstery and Furniture Repair\nWholesale Footwear\nWholesale Food and Beverage\nFootwear and Leather Goods Repair\nPersonal and Laundry Services\nPersonal Care Services\nLaundry and Drycleaning Services\nWholesale Raw Farm Products\nWholesale Chemical and Allied Products\nPet Services\nWholesale Petroleum and Petroleum Products\nWholesale Alcoholic Beverages\nRanching and Fisheries\nInternet Marketplace Platforms\nRetail Motor Vehicles\nHousehold Services\nRetail Furniture and Home Furnishings\nRetail Appliances, Electrical, and Electronic Equipment\nForestry and Logging\nRetail Building Materials and Garden Equipment\nHealth and Human Services\nPublic Health\nPublic Assistance Programs\nFood and Beverage Retail\nAir, Water, and Waste Program Management\nConservation Programs\nHousing and Community Development\nCommunity Development and Urban Planning\nEconomic Programs\nOil, Gas, and Mining\nRetail Health and Personal Care Products\nCoal Mining\nMilitary and International Affairs\nMetal Ore Mining\nRetail Gasoline\nOperations Consulting\nNonmetallic Mineral Mining\nElectric Power Transmission, Control, and Distribution\nRetail Musical Instruments\nElectric Power Generation\nHydroelectric Power Generation\nRetail Books and Printed News\nFossil Fuel Electric Power Generation\nNuclear Electric Power Generation\nSolar Electric Power Generation\nEnvironmental Quality Programs\nGeothermal Electric Power Generation\nBiomass Electric Power Generation\nNatural Gas Distribution\nWater, Waste, Steam, and Air Conditioning Services\nRetail Florists\nRetail Office Supplies and Gifts\nWater Supply and Irrigation Systems\nSteam and Air-Conditioning Supply\nBuilding Construction\nRetail Recyclable Materials & Used Merchandise\nResidential Building Construction\nData Infrastructure and Analytics\nNonresidential Building Construction\nUtility System Construction\nElectrical Equipment Manufacturing\nOnline and Mail Order Retail\nSubdivision of Land\nHighway, Street, and Bridge Construction\nSpecialty Trade Contractors\nBuilding Structure and Exterior Contractors\nWind Electric Power Generation\nWineries\nBuilding Equipment Contractors\nRail Transportation\nBuilding Finishing Contractors\nGround Passenger Transportation\nUrban Transit Services\nInterurban and Rural Bus Services\nTaxi and Limousine Services\nAnimal Feed Manufacturing\nSchool and Employee Bus Services\nShuttles and Special Needs Transportation Services\nSugar and Confectionery Product Manufacturing\nPipeline Transportation\nFruit and Vegetable Preserves Manufacturing\nSightseeing Transportation\nMeat Products Manufacturing\nSeafood Product Manufacturing\nBaked Goods Manufacturing\nPostal Services\nBreweries\nDistilleries\nTechnology, Information and Media\nPeriodical Publishing\nBook Publishing\nMovies and Sound Recording\nApparel Manufacturing\nSound Recording\nSheet Music Publishing\nRadio and Television Broadcasting\nFashion Accessories Manufacturing\nLeather Product Manufacturing\nCable and Satellite Programming\nTelecommunications Carriers\nFootwear Manufacturing\nSatellite Telecommunications\nWomen's Handbag Manufacturing\nCredit Intermediation\nSavings Institutions\nLoan Brokers\nOil and Coal Product Manufacturing\nSecurities and Commodity Exchanges\nChemical Raw Materials Manufacturing\nInvestment Advice\nInsurance Carriers\nArtificial Rubber and Synthetic Fiber Manufacturing\nAgricultural Chemical Manufacturing\nInsurance Agencies and Brokerages\nClaims Adjusting, Actuarial Services\nFunds and Trusts\nInsurance and Employee Benefit Funds\nPension Funds\nPaint, Coating, and Adhesive Manufacturing\nTrusts and Estates\nSoap and Cleaning Product Manufacturing\nReal Estate and Equipment Rental Services\nLeasing Residential Real Estate\nPlastics and Rubber Product Manufacturing\nReal Estate Agents and Brokers\nEquipment Rental Services\nConsumer Goods Rental\nRubber Products Manufacturing\nClay and Refractory Products Manufacturing\nCommercial and Industrial Equipment Rental\nGlass Product Manufacturing\nWood Product Manufacturing\nProfessional Services\nLime and Gypsum Products Manufacturing\nAbrasives and Nonmetallic Minerals Manufacturing\nPrimary Metal Manufacturing\nIT System Design Services\nMarketing Services\nFabricated Metal Products\nCutlery and Handtool Manufacturing\nArchitectural and Structural Metal Manufacturing\nBoilers, Tanks, and Shipping Container Manufacturing\nConstruction Hardware Manufacturing\nSpring and Wire Product Manufacturing\nTurned Products and Fastener Manufacturing\nHolding Companies\nMetal Treatments\nIndustry Associations\nLandscaping Services\nProfessional Organizations\nMetal Valve, Ball, and Roller Manufacturing\nAdministrative and Support Services\nOffice Administration\nExecutive Search Services\nTemporary Help Services\nAgriculture, Construction, Mining Machinery Manufacturing\nTelephone Call Centers\nCollection Agencies\nCommercial and Service Industry Machinery Manufacturing\nHVAC and Refrigeration Equipment Manufacturing\nMetalworking Machinery Manufacturing\nSecurity Guards and Patrol Services\nSecurity Systems Services\nEngines and Power Transmission Equipment Manufacturing\nJanitorial Services\nWaste Collection\nWaste Treatment and Disposal\nCommunications Equipment Manufacturing\nAudio and Video Equipment Manufacturing\nEducation\nMeasuring and Control Instrument Manufacturing\nSecretarial Schools\nTechnical and Vocational Training\nMagnetic and Optical Media Manufacturing\nCosmetology and Barber Schools\nFlight Training\nElectric Lighting Equipment Manufacturing\nFine Arts Schools\nSports and Recreation Instruction\nHousehold Appliance Manufacturing\nLanguage Schools\nPhysicians\nCourts of Law\nCorrectional Institutions\nDentists\nFire Protection\n\nSelf-check checklist\n\t•\tAre all locations actually present in the ICP?\n\t•\tAre company names copied verbatim, without changes?\n\t•\tAre industries taken only from the allowed list above?\n\t•\tIs the number of objects ≤ 10?\n\t•\tAre there no extra or empty fields?\n\t•\tIs the JSON valid and in the required structure?\n\nFollow these instructions for each ICP request to generate accurate LinkedIn Sales Navigator filters."},"promptType":"define","hasOutputParser":true},"executeOnce":false,"notesInFlow":true,"retryOnFail":true,"typeVersion":1.8},{"id":"1755a3e7-26d8-435d-853b-18128610b7b3","name":"Company name is not empty","type":"n8n-nodes-base.if","position":[-1240,1060],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"1e7e7c6d-401d-4b6e-ba9c-1e9caacb3f89","operator":{"type":"string","operation":"notEmpty","singleValue":true},"leftValue":"={{ $json['Current company'] }}","rightValue":""},{"id":"5fa79c84-9e9a-4cf9-a3ed-3a84a286b734","operator":{"type":"string","operation":"empty","singleValue":true},"leftValue":"={{ $json.Website }}","rightValue":""}]}},"typeVersion":2.2},{"id":"b6f67554-1d08-4573-ad48-d77fb5f16835","name":"Website is not empty","type":"n8n-nodes-base.if","position":[240,880],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"3f21375a-b09c-464d-a82a-b37f7b6de87b","operator":{"type":"string","operation":"notEmpty","singleValue":true},"leftValue":"={{ $json.Website }}","rightValue":""},{"id":"96105806-c0b8-461d-8cc1-975d8936814c","operator":{"type":"string","operation":"empty","singleValue":true},"leftValue":"={{ $json[\"Product Summary\"] }}","rightValue":""}]}},"typeVersion":2.2},{"id":"c7add783-44a3-470c-be4f-b7b68ee07523","name":"Post summary is empty","type":"n8n-nodes-base.if","position":[260,1560],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"3f21375a-b09c-464d-a82a-b37f7b6de87b","operator":{"type":"string","operation":"notEmpty","singleValue":true},"leftValue":"={{ $json.URN }}","rightValue":""},{"id":"96105806-c0b8-461d-8cc1-975d8936814c","operator":{"type":"string","operation":"empty","singleValue":true},"leftValue":"={{ $json[\"Posts summary\"] }}","rightValue":""}]}},"typeVersion":2.2},{"id":"4e54ace8-96cd-40b6-b9a0-141f71ba70a7","name":"Company news is empty","type":"n8n-nodes-base.if","position":[260,1880],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"3f21375a-b09c-464d-a82a-b37f7b6de87b","operator":{"type":"string","operation":"notEmpty","singleValue":true},"leftValue":"={{ $json.URN }}","rightValue":""},{"id":"96105806-c0b8-461d-8cc1-975d8936814c","operator":{"type":"string","operation":"empty","singleValue":true},"leftValue":"={{ $json[\"Company News\"] }}","rightValue":""}]}},"typeVersion":2.2},{"id":"6d5b7133-9b85-4795-ae55-303a7670bb4d","name":"Company post is empty","type":"n8n-nodes-base.if","position":[260,2380],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"3f21375a-b09c-464d-a82a-b37f7b6de87b","operator":{"type":"string","operation":"notEquals"},"leftValue":"={{ $json[\"Company URN\"] }}","rightValue":":"},{"id":"96105806-c0b8-461d-8cc1-975d8936814c","operator":{"type":"string","operation":"empty","singleValue":true},"leftValue":"={{ $json[\"Company post summary\"] }}","rightValue":""},{"id":"44880d26-6f7d-4ee6-a71c-1cee7733368a","operator":{"type":"string","operation":"notEmpty","singleValue":true},"leftValue":"={{ $json[\"Company URN\"] }}","rightValue":""}]}},"typeVersion":2.2},{"id":"9db340da-d10f-4873-838c-8f912ba36695","name":"Lead Score is 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potential, and 10 indicates maximum potential).\n\nKey evaluation criteria:\n\t•\tMentions of Hotels suppliers \n\t•\tMentions of Hotel Services\n\nEvaluation scale:\n\t•\t8–10 points: Clear mentions of both criteria, active engagement, and explicit interest.\n\t•\t5–7 points: Mention of one criterion or indirect indicators of interest in both criteria.\n\t•\t1–4 points: No clear mentions, or only weak indirect indicators of interest.\n\nYour answer must ONLY be a single number from 1 to 10, without any additional text."},{"content":"=Lead posts summary:\n {{ $json[\"Posts summary\"] }}\nLead company website analysis:\n{{ $('Google Sheets11').item.json['Product Summary'] }}\n\nCompany news summary:\n{{ $('Google Sheets11').item.json['Company News'] }}\nCompany posts summary\n{{ $('Google Sheets11').item.json['Company post summary'] }}\nCompany descriptin\n{{ $json.Description }}"}]}},"credentials":{"openAiApi":{"id":"DzKhX3E7SSLddnv4","name":"OpenAi 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name: Generate & Auto-Post Social Videos to Multiple Platforms with GPT-4 and Kling AI
author_name: Dr. Firas
author_username: drfiras
categories: []
created_at: 2025-04-09T17:44:59.665Z
updated_at: 2025-04-09T17:44:59.665Z
url: https://n8n.io/workflows/3501
scraped_at: 2025-06-19 22:49:35
description:
  AI-Powered Social Video Generator with Auto-Posting to Instagram, TikTok, YouTube, Facebook, LinkedIn, Threads, Pinterest, Twitter (X), and Bluesky

  Who is this workflow for?

  This workflow is ideal for content creators, marketers, social media managers, and automation enthusiasts who want to generate, customize, and publish short-form videos across multiple platforms without manual editing or posting. If you use tools like ChatGPT, Kling, or Blotato and want to streamline your content creation process, this workflow is made for you.

  What problem does this workflow solve?

  Publishing regular video content on multiple platforms is time-consuming—especially when adding voice-overs, captions, and managing distribution. This workflow solves that by:

  Automating video generation using AI (Kling + GPT-4)
  Adding realistic voice narration
  Styling subtitles for social media
  Creating titles and social captions
  Auto-posting to Instagram, TikTok, YouTube, Facebook, Threads, Twitter (X), LinkedIn, Pinterest, and Bluesky

  All of this is triggered by a simple message sent via Telegram.

  How the workflow works

  This end-to-end automation transforms a short Telegram message into a fully produced and published social video:

  Receives a text prompt from Telegram  
  Transforms it into a detailed video scene using GPT-4  
  Generates a cinematic video with Kling  
  Creates a voice-over script and converts it to audio  
  Merges the video and the audio  
  Adds styled captions  
  Writes a social caption and an SEO-optimized title  
  Saves metadata to Google Sheets  
  Sends a preview via Telegram  
  Publishes the video to 9 social platforms using Blotato

  Setup

  Connect your Telegram bot to the "Telegram Trigger" node  
  Add your OpenAI API key to all GPT-related nodes  
  Configure Kling API access in the "Generate Video" node  
  Link your Cloudinary account for audio upload  
  Connect JSON2Video to handle video merging and captioning  
  Set up Google Sheets with your preferred spreadsheet ID  
  Connect your Blotato API key and fill in the platform IDs (Instagram, TikTok, etc.)  
  Test by sending a Telegram message like:  
     generate video A robot exploring Mars, Why AI will reshape humanity
  &gt; Disclaimer: This workflow uses Community Nodes, which are only available on self-hosted instances of n8n.

  How to customize this workflow to your needs

  Change the visual style**: Adjust the GPT-4 prompt formatting to reflect your brand tone  
  Edit voice style**: Replace the TTS provider or tweak OpenAI's voice settings  
  Revise captions or titles**: Fine-tune the system prompts in the "Create Description" or "Create Title" nodes  
  Target fewer platforms**: Disable or remove nodes for platforms you don’t use  
  Add approval steps**: Insert a Telegram confirmation step before auto-publishing

  📄 Documentation: Notion Guide

  Demo Video

  🎥 Watch the full tutorial here: YouTube Demo

nodes_used:
  ["n8n-nodes-base.googleSheets","n8n-nodes-base.httpRequest","n8n-nodes-base.telegram","n8n-nodes-base.code","@n8n/n8n-nodes-langchain.agent","@n8n/n8n-nodes-langchain.lmChatOpenAi","@n8n/n8n-nodes-langchain.openAi"]

workflow_json:
  {"id":"SvZQB2gsI57KlfvO","meta":{"instanceId":"a2b23892dd6989fda7c1209b381f5850373a7d2b85609624d7c2b7a092671d44","templateCredsSetupCompleted":true},"name":"💥AI Social Video Generator with GPT-4, Kling & Blotato —Auto-Post to Instagram, Facebook,, TikTok, Twitter & Pinterest - vide","tags":[],"nodes":[{"id":"c8cbe0d7-50d5-44a8-9552-ef2531f324d2","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-880,-280],"parameters":{"width":2640,"height":420,"content":"# 🟫 STEP 1 — Create Video Using AI\n## This step handles the full video creation pipeline using AI.\n### It starts from a Telegram message containing a prompt, \n### refines the prompt with GPT-4 to suit Kling’s video engine, \n### and generates a cinematic video based entirely on text input.\n"},"typeVersion":1},{"id":"127b9d89-c7ef-4dfc-8431-3da68ce098a8","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-880,180],"parameters":{"width":2640,"height":260,"content":"# 🟫 STEP 2 — Add Voice-Over to Video\n## Here, a short-form voice-over script is generated using GPT-4 based on the topic.\n### The script is converted to speech, uploaded, and merged with the AI-generated video — resulting in a fully narrated visual asset.\n"},"typeVersion":1},{"id":"f2406554-ea6c-4664-aa2a-562dc2bc5b39","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-880,1080],"parameters":{"color":3,"width":2640,"height":540,"content":"# 🟥 STEP 5 — Auto-Publish to 9 Social Platforms\n## The final step automates distribution using Blotato’s API.\n## The video is auto-published to Instagram, YouTube, TikTok, Facebook, \n## LinkedIn, Threads, Twitter (X), Bluesky, and Pinterest \n## — all in one go, with no manual work required.\n"},"typeVersion":1},{"id":"ceb59771-dd83-40f8-bbda-872ca5d81000","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[-880,780],"parameters":{"width":2640,"height":260,"content":"# 🟫 STEP 4 — Save Video & Notify via Telegram\n## This step generates a title and caption for the video, \n## saves the content metadata to a Google Sheet for future tracking, \n### And sends both the final video and its description to a Telegram chat for validation or reuse.\n### The script is converted to speech, uploaded, and merged with the AI-generated video — resulting in a fully narrated visual asset.\n"},"typeVersion":1},{"id":"f837f9d4-e072-44e2-813a-16c18e05ecb8","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-880,480],"parameters":{"width":2640,"height":260,"content":"# 🟫 STEP 3 — Add Captions to Enhance Engagement\n## To increase accessibility and boost social engagement, \n## this step overlays professional-looking subtitles on the video using a styling template.\n### This results in a final video that includes visuals, voice-over, and captions.\n"},"typeVersion":1},{"id":"5f13f1cd-b16b-4427-965e-91e2343213d0","name":"Trigger: Telegram Prompt","type":"n8n-nodes-base.telegramTrigger","position":[-180,-160],"webhookId":"3f5195e9-9837-4ad1-a502-aed61a8931ad","parameters":{"updates":["message"],"additionalFields":{}},"credentials":{"telegramApi":{"id":"PJcx2VBF9ubQIy3y","name":"Telegram account 2"}},"typeVersion":1.1},{"id":"64b2ff19-595e-434f-a71d-70be7c1a9a1d","name":"Extract Prompt & Caption","type":"n8n-nodes-base.code","position":[140,-160],"parameters":{"jsCode":"\n  inputText=$input.first().json.message.text;\n  // Remove \"generate video\" prefix (case-insensitive) and trim whitespace\n  const cleaned = inputText.replace(/^generate video/i, '').trim();\n\n  // Split at the first comma only\n  const [videoPrompt, captionIdea] = cleaned.split(/,(.+)/).map(s => s.trim());\n\n  // Return as a JSON object\n  return {\n    videoPrompt,\n    captionIdea\n  };\n"},"typeVersion":2},{"id":"d52f9138-df37-477b-b86b-7a1dd1cb2e7e","name":"Transform Prompt for Kling (GPT-4)","type":"@n8n/n8n-nodes-langchain.agent","position":[480,-160],"parameters":{"text":"={{ $json.videoPrompt }}","options":{"systemMessage":"=⚙️ System Instructions – AI Agent:\nYou are a prompt optimization assistant for Kling AI, a cutting-edge text-to-video generation platform.\n\n🎯 Mission:\nTransform brief user inputs into cinematic, high-quality video prompts rich in sensory details, spatial context, and dynamic motion—perfectly tuned for Kling AI.\n\n✍️ Instructions:\nExpand short ideas into visually immersive scenes.\n\nUse concrete visual elements: colors, textures, lighting, motion, atmosphere, camera angles.\n\nKeep descriptions concise but vivid, like a scene from a movie script.\n\nOutput only the final prompt—no explanations, no formatting tips.\n\n🌟 Examples:\nUser Input: “Rainy street at night”\nFinal Prompt:\nNeon signs reflect in puddles on a dimly lit city street. Raindrops ripple across a parked motorcycle's chrome. A figure in a trench coat walks past flickering lights as steam rises from a nearby sewer grate. The camera tracks from ground level, capturing water splashing underfoot.\n\nUser Input: “Mountain hike”\nFinal Prompt:\nA hiker climbs a rugged mountain trail at sunrise, golden light hitting snow-capped peaks in the distance. Wind rustles through pine trees as birds soar overhead. The camera pans slowly from behind, revealing a vast valley below bathed in morning mist.\n\nUser Input: “Cozy library”\nFinal Prompt:\nA warm library room with wooden shelves lined with old books. Dust floats in the sunbeams streaming through tall windows. A cat naps on a leather armchair while a hand flips through a weathered novel. The camera gently rotates around the room, revealing small glowing lamps."},"promptType":"define"},"typeVersion":1.8},{"id":"afac6532-4683-4515-9464-faf44bbfc470","name":"OpenAI Model Bridge","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[500,0],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"6h3DfVhNPw9I25nO","name":"OpenAi account"}},"typeVersion":1.2},{"id":"388c97e3-6c00-4a35-9ee9-85b7db71d221","name":"Generate Video via Kling API","type":"n8n-nodes-base.httpRequest","position":[940,-160],"parameters":{"url":"https://api.piapi.ai/api/v1/task","method":"POST","options":{},"jsonBody":"={\n\"model\": \"kling\",\n\"task_type\": \"video_generation\",\n\"input\": {\n\"prompt\": \"{{ $('Transform Prompt for Kling (GPT-4)').item.json.output }}\",\n\"negative_prompt\": \"\",\n\"cfg_scale\": 0.5,\n\"duration\": 10,\n\"aspect_ratio\": \"9:16\",\n\"version\": \"1.6\",\n\"camera_control\": {\n\"type\": \"simple\",\n\"config\": {\n\"horizontal\": 0,\n\"vertical\": 0,\n\"pan\": -10,\n\"tilt\": 0,\n\"roll\": 0,\n\"zoom\": 0\n}\n},\n\"mode\": \"std\"\n},\n\"config\": {\n\"service_mode\": \"\",\n\"webhook_config\": {\n\"endpoint\": \"\",\n\"secret\": \"\"\n}\n}\n}","sendBody":true,"specifyBody":"json","authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"DB99xYLrmwZl7Sqf","name":"Header Auth account"}},"typeVersion":4.2},{"id":"a6a6c4bf-a382-4a53-bec9-8291f09c9679","name":"Wait for Video Generation","type":"n8n-nodes-base.wait","position":[1240,-160],"webhookId":"1b0f9389-5af5-40de-8522-170c8fcc76ae","parameters":{"unit":"minutes","amount":7},"typeVersion":1.1},{"id":"07c6e882-131d-4547-9bf7-51b6df8b5527","name":"Get Generated Video URL","type":"n8n-nodes-base.httpRequest","position":[1520,-160],"parameters":{"url":"=https://api.piapi.ai/api/v1/task/{{ $json.data.task_id }}","options":{"response":{"response":{"responseFormat":"json"}}},"authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"DB99xYLrmwZl7Sqf","name":"Header Auth account"}},"typeVersion":4.2},{"id":"53c76bb9-eadc-4e9e-886a-acb3f14e9b50","name":"Generate Voice-Over Script","type":"@n8n/n8n-nodes-langchain.openAi","position":[140,200],"parameters":{"modelId":{"__rl":true,"mode":"list","value":"gpt-4o","cachedResultName":"GPT-4O"},"options":{},"messages":{"values":[{"content":"=Task:\nCraft a short-form voice-over script that perfectly fits a 7-second video duration. The script should align with the following topic:\n\n{{ $('Extract Prompt & Caption').item.json.captionIdea }}\n\nRequirements:\n\nMatch the average spoken word count for a 7-second voice-over (approximately 18–22 words, depending on pacing).\n\nThe script must be tight, impactful, and written in a natural spoken tone suitable for narration.\n\nNo intro text or labels — return only the plain voice-over script with no headers or commentary.\n\n✅ Example (For Context Only):\nTopic: \"Why cold showers boost productivity\"\nGenerated Output:\nCold showers shock your system awake, boost focus, and kickstart circulation—training your brain to embrace discomfort."}]}},"credentials":{"openAiApi":{"id":"6h3DfVhNPw9I25nO","name":"OpenAi account"}},"typeVersion":1.8},{"id":"8993c2b5-bf34-4ce3-80e0-9a0b1bdc8569","name":"Convert Script to Audio (TTS)","type":"@n8n/n8n-nodes-langchain.openAi","position":[500,200],"parameters":{"input":"={{ $json.message.content }}","options":{},"resource":"audio"},"credentials":{"openAiApi":{"id":"6h3DfVhNPw9I25nO","name":"OpenAi account"}},"typeVersion":1.8},{"id":"e17a25fd-704a-4c1e-9a43-e3fe84ec2d73","name":"Upload Audio to Cloudinary","type":"n8n-nodes-base.httpRequest","position":[700,200],"parameters":{"url":"https://api.cloudinary.com/v1_1/dc5wapno3/auto/upload","options":{},"sendBody":true,"contentType":"multipart-form-data","authentication":"genericCredentialType","bodyParameters":{"parameters":[{"name":"file","parameterType":"formBinaryData","inputDataFieldName":"data"},{"name":"upload_preset","value":"n8n_video"}]},"genericAuthType":"httpBasicAuth"},"credentials":{"httpBasicAuth":{"id":"K1UGehJnDI8N25UA","name":"Unnamed credential"}},"typeVersion":4.2},{"id":"12c785d5-fab8-41cb-9387-3d5f698448b8","name":"Merge Audio + Video","type":"n8n-nodes-base.httpRequest","position":[940,200],"parameters":{"url":"https://api.json2video.com/v2/movies","method":"POST","options":{},"jsonBody":"={\n\"resolution\": \"custom\",\n\"width\": 720,\n\"height\": 1280,\n\"scenes\": [\n{\n\"elements\": [\n{\n\"type\": \"video\",\n\"src\": \"{{ $('Get Generated Video URL').item.json.data.output.video_url }}\",\n\"resize\": \"cover\"\n},\n{\n\"type\": \"audio\",\n\"src\": \"{{ $json.url }}\"\n}\n]\n}\n]\n}","sendBody":true,"specifyBody":"json","authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpBasicAuth":{"id":"K1UGehJnDI8N25UA","name":"Unnamed credential"},"httpHeaderAuth":{"id":"S8rqcKkBDLZ3xAso","name":"Header Auth account 2"}},"typeVersion":4.2},{"id":"7fdfd093-3cb4-47cf-a333-c17ebd896295","name":"Wait for Audio/Video Fusion","type":"n8n-nodes-base.wait","position":[1240,200],"webhookId":"36dbee1e-d027-43ab-9ae8-7b3b6d233746","parameters":{"unit":"minutes","amount":1},"typeVersion":1.1},{"id":"bacce3e0-547e-45e5-ae4b-127f1e8c3c0d","name":"Get Video URL with Audio","type":"n8n-nodes-base.httpRequest","position":[1520,200],"parameters":{"url":"=https://api.json2video.com/v2/movies?id={{ $json.project }}","options":{},"authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"S8rqcKkBDLZ3xAso","name":"Header Auth account 2"}},"typeVersion":4.2},{"id":"1bcfd35d-f746-40b6-9caf-0bd86c47b57e","name":"Wait Before Captioning","type":"n8n-nodes-base.wait","position":[700,500],"webhookId":"6ab51bf7-67da-468f-af3d-3270cf0e7c77","parameters":{"amount":30},"typeVersion":1.1},{"id":"7fb36e35-5d96-4fce-9a7d-e3dc5801b838","name":"Add Captions/Subtitles to Video","type":"n8n-nodes-base.httpRequest","position":[940,500],"parameters":{"url":"https://api.json2video.com/v2/movies","method":"POST","options":{},"jsonBody":"={\n\"id\": \"qbaasr7s\",\n\"resolution\": \"custom\",\n\"quality\": \"high\",\n\"scenes\": [\n{\n\"id\": \"qyjh9lwj\",\n\"comment\": \"Scene 1\",\n\"elements\": []\n}\n],\n\"elements\": [\n{\n\"id\": \"q6dznzcv\",\n\"type\": \"video\",\n\"src\": \"{{ $json.movie.url }}\"\n},\n{\n\"id\": \"q41n9kxp\",\n\"type\": \"subtitles\",\n\"settings\": {\n\"style\": \"classic-progressive\",\n\"position\": \"center-center\",\n\"font-family\": \"Oswald\",\n\"font-size\": 140,\n\"word-color\": \"#ffd700\",\n\"shadow-color\": \"#260B1B\",\n\"line-color\": \"#F1E7F4\",\n\"shadow-offset\": 0,\n\"box-color\": \"#260B1B\",\n\"outline-color\": \"#000000\",\n\"outline-width\": 8\n},\n\"language\": \"en\"\n}\n],\n\"width\": 720,\n\"height\": 1280\n}","sendBody":true,"specifyBody":"json","authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"S8rqcKkBDLZ3xAso","name":"Header Auth account 2"}},"typeVersion":4.2},{"id":"116ec15c-c611-4fba-ab61-5090d777827e","name":"Wait for Caption Render","type":"n8n-nodes-base.wait","position":[1240,500],"webhookId":"1b1b1f4e-c08b-4b92-adf5-9f8e5f65ce66","parameters":{"unit":"minutes","amount":1},"typeVersion":1.1},{"id":"05ea1d12-50d3-48cf-8b2a-416bcb3dd7a7","name":"Get Final Video URL (Audio + Captions)","type":"n8n-nodes-base.httpRequest","position":[1520,500],"parameters":{"url":"=https://api.json2video.com/v2/movies?id={{ $json.project }}","options":{},"authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"S8rqcKkBDLZ3xAso","name":"Header Auth account 2"}},"typeVersion":4.2},{"id":"466e2c7c-f50b-4fd8-a862-d2cecb255579","name":"Generate Social Caption from Voiceover","type":"@n8n/n8n-nodes-langchain.openAi","position":[160,840],"parameters":{"modelId":{"__rl":true,"mode":"list","value":"gpt-4o","cachedResultName":"GPT-4O"},"options":{},"messages":{"values":[{"content":"=📲 Prompt: Caption Generator for Voiceover-Based Social Posts\nYour Role:\nCreate a concise and engaging social media caption that builds directly on the voiceover script below:\n{{ $('Generate Voice-Over Script').item.json.message.content }}\n\n🧠 Caption Guidelines:\nKeep it short, compelling, and value-driven.\n\nAvoid generic motivational fluff — focus on real, actionable insight or highlight a problem/solution pattern.\n\n\nStructure:\n\nOne sentence per line.\n\nNote: Do not use this character: \" in the result.\nReturn a single short paragraph with no line breaks and no special characters.\nNote: Do not use this character: \" in the result.\n"}]}},"credentials":{"openAiApi":{"id":"6h3DfVhNPw9I25nO","name":"OpenAi account"}},"typeVersion":1.8},{"id":"6591e8e3-db92-4725-ab78-24cbfaf8bebd","name":"Generate YouTube-Style Title","type":"@n8n/n8n-nodes-langchain.openAi","position":[560,840],"parameters":{"modelId":{"__rl":true,"mode":"list","value":"gpt-4o","cachedResultName":"GPT-4O"},"options":{},"messages":{"values":[{"content":"=Act as a YouTube Title Expert.\nBased on the following video description:\n{{ $('Generate Voice-Over Script').item.json.message.content }}\nGenerate a short, punchy, and curiosity-driven YouTube video title that makes people want to click.\nMake it feel urgent, valuable, or surprising — and avoid generic or boring phrases.\nKeep it under 70 characters. Return only the title, no explanations.\nNote: The title must be free of special characters and the character \". Return only a plain text title.\n\n"}]}},"credentials":{"openAiApi":{"id":"6h3DfVhNPw9I25nO","name":"OpenAi account"}},"typeVersion":1.8},{"id":"6b32d227-6d63-409f-ad17-0d24ea5dd2e1","name":"Save Video Metadata to Google Sheets","type":"n8n-nodes-base.googleSheets","position":[940,840],"parameters":{"columns":{"value":{"Titre":"={{ $json.message.content }}","PROMPT":"={{ $('Trigger: Telegram Prompt').item.json.message.text }}","URL VIDEO":"={{ $('Get Final Video URL (Audio + Captions)').item.json.movie.url }}","DESCRIPTION":"={{ $('Generate Social Caption from Voiceover').item.json.message.content }}"},"schema":[{"id":"PROMPT","type":"string","display":true,"required":false,"displayName":"PROMPT","defaultMatch":false,"canBeUsedToMatch":true},{"id":"DESCRIPTION","type":"string","display":true,"required":false,"displayName":"DESCRIPTION","defaultMatch":false,"canBeUsedToMatch":true},{"id":"URL VIDEO","type":"string","display":true,"required":false,"displayName":"URL VIDEO","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Titre","type":"string","display":true,"removed":false,"required":false,"displayName":"Titre","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"append","sheetName":{"__rl":true,"mode":"id","value":"="},"documentId":{"__rl":true,"mode":"id","value":"="}},"credentials":{"googleSheetsOAuth2Api":{"id":"51us92xkOlrvArhV","name":"Google Sheets account"}},"typeVersion":4.5},{"id":"6ff5ebe5-b95d-4977-947e-5fce267dd73d","name":"Send Final Video to Telegram","type":"n8n-nodes-base.telegram","position":[1240,840],"webhookId":"c70c5281-99b5-4eaa-a597-c110fc3e6fab","parameters":{"file":"={{ $json['URL VIDEO'] }}","chatId":"={{ $('Trigger: Telegram Prompt').item.json.message.chat.id }}","operation":"sendVideo","additionalFields":{}},"credentials":{"telegramApi":{"id":"PJcx2VBF9ubQIy3y","name":"Telegram account 2"}},"typeVersion":1.2},{"id":"1886cd48-2486-4507-882e-0b0eb602a78e","name":"Send Caption Link via Telegram","type":"n8n-nodes-base.telegram","position":[1520,840],"webhookId":"d9e210ef-c704-4478-b78c-21662156b700","parameters":{"text":"={{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\n\nLink here : {{ $('Save Video Metadata to Google Sheets').item.json['URL VIDEO'] }}","chatId":"={{ $json.result.chat.id }}","additionalFields":{}},"credentials":{"telegramApi":{"id":"PJcx2VBF9ubQIy3y","name":"Telegram account 2"}},"typeVersion":1.2},{"id":"570303c5-190c-450c-8fb7-1a33f3bfaa7a","name":"Assign Social Media IDs","type":"n8n-nodes-base.set","position":[160,1300],"parameters":{"mode":"raw","options":{},"jsonOutput":"{\n  \"instagram_id\": \"1687\",\n  \"youtube_id\": \"873\",\n  \"threads_id\": \"507\",\n  \"tiktok_id\": \"2079\",\n  \"facebook_id\": \"1759\",\n  \"facebook_page_id\": \"101603614680195\",\n  \"twitter_id\": \"1289\",\n  \"linkedin_id\": \"1446\",\n  \"pinterest_id\": \"363\",\n  \"pinterest_board_id\": \"1146658823815436667\",\n  \"bluesky_id\": \"932\"\n}\n"},"typeVersion":3.4},{"id":"5ee6edcf-936d-42ba-bb28-7c02ea28b7ee","name":"Upload Video to Blotato","type":"n8n-nodes-base.httpRequest","position":[380,1300],"parameters":{"url":"https://backend.blotato.com/v2/media","method":"POST","options":{},"sendBody":true,"sendHeaders":true,"bodyParameters":{"parameters":[{"name":"url","value":"={{ $('Save Video Metadata to Google Sheets').item.json['URL VIDEO'] }}"}]},"headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"b9eb6f28-d2d3-40f7-98aa-e00db4ede869","name":"Post to Instagram","type":"n8n-nodes-base.httpRequest","position":[940,1120],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.instagram_id }}\",\n    \"target\": {\n      \"targetType\": \"instagram\"\n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"instagram\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"b379365c-832a-422c-b42d-6a6ed5dc90d5","name":"Post to YouTube","type":"n8n-nodes-base.httpRequest","position":[1240,1120],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.youtube_id }}\",\n    \"target\": {\n      \"targetType\": \"youtube\",\n      \"title\": \"{{ $('Save Video Metadata to Google Sheets').item.json.Titre }}\",\n      \"privacyStatus\": \"unlisted\",\n      \"shouldNotifySubscribers\": \"false\"\n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"youtube\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"859b0b81-2b92-47b7-8858-e748b92f1091","name":"Post to TikTok","type":"n8n-nodes-base.httpRequest","position":[1520,1120],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.tiktok_id }}\",\n    \"target\": {\n      \"targetType\": \"tiktok\",\n      \"isYourBrand\": \"false\", \n      \"disabledDuet\": \"false\",\n      \"privacyLevel\": \"PUBLIC_TO_EVERYONE\",\n      \"isAiGenerated\": \"true\",\n      \"disabledStitch\": \"false\",\n      \"disabledComments\": \"false\",\n      \"isBrandedContent\": \"false\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"tiktok\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"bd94c7cb-a9f9-44e2-94e0-e717e8dd2534","name":"Post to Facebook Page","type":"n8n-nodes-base.httpRequest","position":[940,1300],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.facebook_id }}\",\n    \"target\": {\n      \"targetType\": \"facebook\",\n      \"pageId\": \"{{ $('Assign Social Media IDs').item.json.facebook_page_id }}\"\n\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"facebook\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"b13a95eb-998e-445a-a27c-0a474d95bf2b","name":"Post to Threads","type":"n8n-nodes-base.httpRequest","position":[1240,1300],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.threads_id }}\",\n    \"target\": {\n      \"targetType\": \"threads\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"threads\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"d8a0f1a1-3938-493e-8178-e86829571502","name":"Post to Twitter (X)","type":"n8n-nodes-base.httpRequest","position":[1520,1300],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.twitter_id }}\",\n    \"target\": {\n      \"targetType\": \"twitter\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"twitter\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"dd0e8c1d-b4dc-4f11-ac75-580ff7aa8fec","name":"Post to LinkedIn","type":"n8n-nodes-base.httpRequest","position":[940,1460],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.linkedin_id }}\",\n    \"target\": {\n      \"targetType\": \"linkedin\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"linkedin\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"a404095d-47b7-464b-82b1-cbc732e6a0a5","name":"Post to Bluesky","type":"n8n-nodes-base.httpRequest","position":[1240,1460],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.bluesky_id }}\",\n    \"target\": {\n      \"targetType\": \"bluesky\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"bluesky\",\n      \"mediaUrls\": [\n        \"https://pbs.twimg.com/media/GE8MgIiWEAAfsK3.jpg\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"a23845dc-e81d-4eab-817d-d1d8b480e386","name":"Post to Pinterest","type":"n8n-nodes-base.httpRequest","position":[1520,1460],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.pinterest_id }}\",\n    \"target\": {\n      \"targetType\": \"pinterest\",\n      \"boardId\": \"{{ $('Assign Social Media IDs').item.json.pinterest_board_id }}\"      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Save Video Metadata to Google Sheets').item.json.DESCRIPTION }}\",\n      \"platform\": \"pinterest\",\n      \"mediaUrls\": [\n        \"https://pbs.twimg.com/media/GE8MgIiWEAAfsK3.jpg\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"ba0fabe4-69f5-4c38-984b-d1df6ec572b8","connections":{"Post to Bluesky":{"main":[[]]},"Post to Threads":{"main":[[]]},"Post to YouTube":{"main":[[]]},"Post to LinkedIn":{"main":[[]]},"Post to Instagram":{"main":[[]]},"Merge Audio + Video":{"main":[[{"node":"Wait for Audio/Video Fusion","type":"main","index":0}]]},"OpenAI Model Bridge":{"ai_languageModel":[[{"node":"Transform Prompt for Kling (GPT-4)","type":"ai_languageModel","index":0}]]},"Post to Facebook Page":{"main":[[]]},"Wait Before Captioning":{"main":[[{"node":"Add Captions/Subtitles to Video","type":"main","index":0}]]},"Assign Social Media IDs":{"main":[[{"node":"Upload Video to Blotato","type":"main","index":0}]]},"Get Generated Video URL":{"main":[[{"node":"Generate Voice-Over Script","type":"main","index":0}]]},"Upload Video to Blotato":{"main":[[{"node":"Post to Instagram","type":"main","index":0},{"node":"Post to YouTube","type":"main","index":0},{"node":"Post to TikTok","type":"main","index":0},{"node":"Post to Facebook Page","type":"main","index":0},{"node":"Post to Threads","type":"main","index":0},{"node":"Post to Twitter (X)","type":"main","index":0},{"node":"Post to LinkedIn","type":"main","index":0},{"node":"Post to Bluesky","type":"main","index":0},{"node":"Post to Pinterest","type":"main","index":0}]]},"Wait for Caption Render":{"main":[[{"node":"Get Final Video URL (Audio + Captions)","type":"main","index":0}]]},"Extract Prompt & Caption":{"main":[[{"node":"Transform Prompt for Kling (GPT-4)","type":"main","index":0}]]},"Get Video URL with Audio":{"main":[[{"node":"Wait Before Captioning","type":"main","index":0}]]},"Trigger: Telegram Prompt":{"main":[[{"node":"Extract Prompt & Caption","type":"main","index":0}]]},"Wait for Video Generation":{"main":[[{"node":"Get Generated Video URL","type":"main","index":0}]]},"Generate Voice-Over Script":{"main":[[{"node":"Convert Script to Audio (TTS)","type":"main","index":0}]]},"Upload Audio to Cloudinary":{"main":[[{"node":"Merge Audio + Video","type":"main","index":0}]]},"Wait for Audio/Video Fusion":{"main":[[{"node":"Get Video URL with Audio","type":"main","index":0}]]},"Generate Video via Kling API":{"main":[[{"node":"Wait for Video Generation","type":"main","index":0}]]},"Generate YouTube-Style Title":{"main":[[{"node":"Save Video Metadata to Google Sheets","type":"main","index":0}]]},"Send Final Video to Telegram":{"main":[[{"node":"Send Caption Link via Telegram","type":"main","index":0}]]},"Convert Script to Audio (TTS)":{"main":[[{"node":"Upload Audio to Cloudinary","type":"main","index":0}]]},"Send Caption Link via Telegram":{"main":[[{"node":"Assign Social Media IDs","type":"main","index":0}]]},"Add Captions/Subtitles to Video":{"main":[[{"node":"Wait for Caption Render","type":"main","index":0}]]},"Transform Prompt for Kling (GPT-4)":{"main":[[{"node":"Generate Video via Kling API","type":"main","index":0}]]},"Save Video Metadata to Google Sheets":{"main":[[{"node":"Send Final Video to Telegram","type":"main","index":0}]]},"Generate Social Caption from Voiceover":{"main":[[{"node":"Generate YouTube-Style Title","type":"main","index":0}]]},"Get Final Video URL (Audio + Captions)":{"main":[[{"node":"Generate Social Caption from Voiceover","type":"main","index":0}]]}}}


name: Build an MCP Server with Google Calendar and Custom Functions
author_name: Solomon
author_username: solomon
categories: []
created_at: 2025-04-10T16:33:11.142Z
updated_at: 2025-04-10T16:33:11.142Z
url: https://n8n.io/workflows/3514
scraped_at: 2025-06-19 22:48:54
description:
  Learn how to build an MCP Server and Client in n8n with official nodes.

  &gt; ⚠ Requires n8n version 1.88.0 or higher.

  In this example, we use Google Calendar and custom functions as two separate MCP Servers, demonstrating how to integrate both native and custom tools.

  How it works

  The AI Agent connects to two MCP Servers. Each MCP Trigger (Server) generates a URL exposing its tools. This URL is used by an MCP Client linked to the AI Agent.

  Whenever you make changes to the tools, there’s no need to modify the MCP Client. It automatically keeps the AI Agent informed on how to use each tool, even if you change them over time.

  That’s the power of MCP 🙌

  Who is this template for

  Anyone looking to use MCP with their AI Agents.

  How to set up

  Instructions are included within the workflow itself.

  Check out my other templates

  👉 https://n8n.io/creators/solomon/

nodes_used:
  ["n8n-nodes-base.httpRequest","n8n-nodes-base.debugHelper","@n8n/n8n-nodes-langchain.agent","@n8n/n8n-nodes-langchain.lmChatOpenAi","@n8n/n8n-nodes-langchain.memoryBufferWindow","@n8n/n8n-nodes-langchain.toolWorkflow","@n8n/n8n-nodes-langchain.mcpClientTool"]

workflow_json:
  {"meta":{"instanceId":"d6b502dfa4d9dd072cdc5c2bb763558661053f651289291352a84403e01b3d1b"},"nodes":[{"id":"6a36842b-b214-4683-9129-ad44f4b79117","name":"AI Agent","type":"@n8n/n8n-nodes-langchain.agent","position":[440,-180],"parameters":{"options":{"systemMessage":"=You are a helpful assistant.\nCurrent datetime is {{ $now.toString() }}"}},"typeVersion":1.8},{"id":"f7c9aaa7-9ba7-4bbe-909b-3085ed60a387","name":"SearchEvent","type":"n8n-nodes-base.googleCalendarTool","position":[2060,180],"parameters":{"limit":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Limit', ``, 'number') }}","options":{},"timeMax":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Before', ``, 'string') }}","timeMin":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('After', ``, 'string') }}","calendar":{"__rl":true,"mode":"list","value":"gmsalomao2@gmail.com","cachedResultName":"gmsalomao2@gmail.com"},"operation":"getAll"},"typeVersion":1.3},{"id":"47f6077d-de8a-46f7-8d3a-3a21596dea1f","name":"CreateEvent","type":"n8n-nodes-base.googleCalendarTool","position":[2180,180],"parameters":{"end":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('End', ``, 'string') }}","start":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Start', ``, 'string') }}","calendar":{"__rl":true,"mode":"list","value":"gmsalomao2@gmail.com","cachedResultName":"gmsalomao2@gmail.com"},"additionalFields":{"summary":"={{ $fromAI(\"event_title\", \"The event title\", \"string\") }}","description":"={{ $fromAI(\"event_description\", \"The event description\", \"string\") }}"}},"typeVersion":1.3},{"id":"7e3573c8-d4b5-4bd2-9aac-3bcfca1c8eb4","name":"UpdateEvent","type":"n8n-nodes-base.googleCalendarTool","position":[2300,180],"parameters":{"eventId":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Event_ID', ``, 'string') }}","calendar":{"__rl":true,"mode":"list","value":"gmsalomao2@gmail.com","cachedResultName":"gmsalomao2@gmail.com"},"operation":"update","updateFields":{"end":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('End', ``, 'string') }}","start":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Start', ``, 'string') }}","summary":"={{ $fromAI(\"event_title\", \"The event title\", \"string\") }}","description":"={{ $fromAI(\"event_description\", \"The event description\", \"string\") }}"}},"typeVersion":1.3},{"id":"fae46aa7-02c9-40d3-8f59-b46533e6a93c","name":"DeleteEvent","type":"n8n-nodes-base.googleCalendarTool","position":[2420,180],"parameters":{"eventId":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Event_ID', ``, 'string') }}","options":{},"calendar":{"__rl":true,"mode":"list","value":"gmsalomao2@gmail.com","cachedResultName":"gmsalomao2@gmail.com"},"operation":"delete"},"typeVersion":1.3},{"id":"da58e521-7e80-4d28-84fd-17732728855e","name":"Google Calendar MCP","type":"@n8n/n8n-nodes-langchain.mcpTrigger","position":[2060,-20],"webhookId":"f9d9d5ea-6f83-42c8-ae50-ee6c71789bca","parameters":{"path":"my-calendar"},"typeVersion":1},{"id":"9a8490a0-eacf-4b7a-b6fd-e8d17a5cf25a","name":"When Executed by Another Workflow","type":"n8n-nodes-base.executeWorkflowTrigger","position":[1440,880],"parameters":{"workflowInputs":{"values":[{"name":"function_name"},{"name":"payload","type":"object"}]}},"typeVersion":1.1},{"id":"c2430651-b604-4aff-bdc8-c51a7de9fcc1","name":"Switch","type":"n8n-nodes-base.switch","position":[1660,860],"parameters":{"rules":{"values":[{"outputKey":"UPPERCASE","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"ab18304c-4f73-430f-b9fa-2ce4d098e1fa","operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.function_name }}","rightValue":"uppercase"}]},"renameOutput":true},{"outputKey":"LOWERCASE","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"606bda79-f401-4de2-be9d-51368c794479","operator":{"name":"filter.operator.equals","type":"string","operation":"equals"},"leftValue":"={{ $json.function_name }}","rightValue":"lowercase"}]},"renameOutput":true},{"outputKey":"RANDOM DATA","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"4b22e689-e652-47d2-b737-7be00da9f185","operator":{"name":"filter.operator.equals","type":"string","operation":"equals"},"leftValue":"={{ $json.function_name }}","rightValue":"random_user_data"}]},"renameOutput":true},{"outputKey":"JOKE","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"27a75a2c-8058-4a7c-85c1-898cabeac4a1","operator":{"name":"filter.operator.equals","type":"string","operation":"equals"},"leftValue":"={{ $json.function_name }}","rightValue":"joke"}]},"renameOutput":true}]},"options":{}},"typeVersion":3.2},{"id":"77df0d2c-ed4d-4da9-a218-acf4fd06cf13","name":"Convert Text to Upper Case","type":"n8n-nodes-base.set","position":[2000,520],"parameters":{"options":{},"assignments":{"assignments":[{"id":"42333f26-8e14-438a-9965-eec31bf4b6a3","name":"converted_text","type":"string","value":"={{ $json.payload.text.toUpperCase() }}"}]}},"typeVersion":3.4},{"id":"15e7489b-b1eb-4be1-80b0-0cb94d05daa3","name":"Convert Text to Lower Case","type":"n8n-nodes-base.set","position":[2000,720],"parameters":{"options":{},"assignments":{"assignments":[{"id":"42333f26-8e14-438a-9965-eec31bf4b6a3","name":"converted_text","type":"string","value":"={{ $json.payload.text.toLowerCase() }}"}]}},"typeVersion":3.4},{"id":"75bc9895-ccad-48b6-bd99-965a62f36f2a","name":"Convert Text","type":"@n8n/n8n-nodes-langchain.toolWorkflow","position":[1440,180],"parameters":{"name":"convert_text_case","workflowId":{"__rl":true,"mode":"id","value":"={{ $workflow.id }}"},"description":"Call this tool to convert text to lower case or upper case.","workflowInputs":{"value":{"payload":"={\n  \"text\": \"{{ $fromAI(\"text_to_convert\", \"The text to convert\", \"string\") }}\"\n}\n","function_name":"={{ $fromAI(\"function_name\", \"Either lowercase or uppercase\", \"string\") }}"},"schema":[{"id":"function_name","type":"string","display":true,"removed":false,"required":false,"displayName":"function_name","defaultMatch":false,"canBeUsedToMatch":true},{"id":"payload","type":"object","display":true,"removed":false,"required":false,"displayName":"payload","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false}},"typeVersion":2.1},{"id":"b2b8419d-f068-41ad-bcda-a057ddc82924","name":"When chat message received","type":"@n8n/n8n-nodes-langchain.chatTrigger","position":[240,-180],"webhookId":"7b02318f-1c6b-4f2a-9a4f-b17fa69ea680","parameters":{"options":{}},"typeVersion":1.1},{"id":"3f4bee1a-18c8-45be-8038-b192f771e4d4","name":"Simple Memory","type":"@n8n/n8n-nodes-langchain.memoryBufferWindow","position":[540,40],"parameters":{},"typeVersion":1.3},{"id":"165cd445-13e6-4215-966a-0cd1cc4cb795","name":"Calendar MCP","type":"@n8n/n8n-nodes-langchain.mcpClientTool","position":[1080,60],"parameters":{"sseEndpoint":"https://n8n.yourdomain/mcp/my-calendar/sse"},"typeVersion":1},{"id":"3e2e655a-0d95-489e-9e4e-79415db90bbe","name":"My Functions","type":"@n8n/n8n-nodes-langchain.mcpClientTool","position":[920,60],"parameters":{"sseEndpoint":"https://n8n.yourdomain/mcp/my-functions/sse"},"typeVersion":1},{"id":"8fbf3a7b-171e-42f1-96f0-b4862a800721","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[1320,-180],"parameters":{"color":3,"width":620,"height":520,"content":"## Activate the workflow to make the MCP Trigger work\nIn order to make the MCP server available, you need to activate the workflow.\n\nThen copy the Production URL of the MCP Trigger and paste it in the corresponding MCP Client tool."},"typeVersion":1},{"id":"783b47d1-8b6d-4d45-903f-812dc46d80de","name":"My Functions Server","type":"@n8n/n8n-nodes-langchain.mcpTrigger","position":[1440,-20],"webhookId":"83f72547-18b7-4f02-846b-27bf39d1efff","parameters":{"path":"my-functions"},"typeVersion":1},{"id":"31432882-2953-440c-9144-ba129ab2a8f7","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[820,-180],"parameters":{"color":7,"width":440,"height":520,"content":"## MCP Clients\nFor every tool here you need to obtain he corresponding Production URL from the MCP Triggers on the right 👉"},"typeVersion":1},{"id":"65269a4d-d6db-4767-b8bc-0992bfe42d17","name":"Random user data","type":"n8n-nodes-base.debugHelper","position":[2000,1020],"parameters":{"category":"randomData","randomDataCount":"={{ $json.payload.number }}"},"typeVersion":1},{"id":"2c97af29-d923-49a4-91e2-b6ff5d0fe322","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-480,-180],"parameters":{"color":7,"width":660,"height":640,"content":"# Try these example requests with the AI Agent\n\n### My Functions MCP\n1. Use your tools to convert this text to lower case: `EXAMPLE TeXt`\n\n2. Use your tools to convert this text to upper case: `example TeXt`\n\n3. Generate 5 random user data, please.\n\n4. Please obtain 3 jokes.\n\n\n\n\n### Calendar MCP\n5. What is my schedule for next week?\n\n6. I have a meeting with John tomorrow at 2pm. Please add it to my Calendar.\n\n7. Adjust the time of my meeting with John tomorrow from 2pm to 4pm, please.\n\n8. Cancel my meeting with John, tomorrow."},"typeVersion":1},{"id":"77f8d96d-11da-4323-9925-58267da607c3","name":"Generate random user data","type":"@n8n/n8n-nodes-langchain.toolWorkflow","position":[1600,180],"parameters":{"name":"random_user_data","workflowId":{"__rl":true,"mode":"id","value":"={{ $workflow.id }}"},"description":"Generate random user data","workflowInputs":{"value":{"payload":"={\n  \"number\": {{ $fromAI(\"amount\", \"The amount of user data to generate in integer format\", \"number\") }}\n}","function_name":"random_user_data"},"schema":[{"id":"function_name","type":"string","display":true,"removed":false,"required":false,"displayName":"function_name","defaultMatch":false,"canBeUsedToMatch":true},{"id":"payload","type":"object","display":true,"removed":false,"required":false,"displayName":"payload","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false}},"typeVersion":2.1},{"id":"89d36f19-c7b4-4f53-9aec-2977bbd74de8","name":"Return only some fields","type":"n8n-nodes-base.set","position":[2220,1020],"parameters":{"options":{},"assignments":{"assignments":[{"id":"b4548cbe-f3fc-4911-901a-d73182d710a9","name":"First name","type":"string","value":"={{ $json.firstname }}"},{"id":"6e573a27-ef03-4254-8f9b-2c471e1540c2","name":"Last name","type":"string","value":"={{ $json.lastname }}"},{"id":"ac5b5806-bf8e-4e1a-a47d-e7180d31e98a","name":"Email","type":"string","value":"={{ $json.email }}"}]}},"typeVersion":3.4},{"id":"a8cf7d60-b3d8-41cd-84d8-5cc1c299f33f","name":"Joke Request","type":"n8n-nodes-base.httpRequest","position":[2000,1220],"parameters":{"url":"=https://official-joke-api.appspot.com/jokes/random/{{ $json.payload.number }}","options":{}},"typeVersion":4.2},{"id":"76847e5d-2cc1-46f6-b0a6-0be81a5d0fea","name":"Random Jokes","type":"@n8n/n8n-nodes-langchain.toolWorkflow","position":[1760,180],"parameters":{"name":"obtain_jokes","workflowId":{"__rl":true,"mode":"id","value":"={{ $workflow.id }}"},"description":"Call this tool to obtain random jokes","workflowInputs":{"value":{"payload":"={\n  \"number\": {{ $fromAI(\"amount\", \"The amount of jokes to request\", \"number\") }}\n}","function_name":"joke"},"schema":[{"id":"function_name","type":"string","display":true,"removed":false,"required":false,"displayName":"function_name","defaultMatch":false,"canBeUsedToMatch":true},{"id":"payload","type":"object","display":true,"removed":false,"required":false,"displayName":"payload","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false}},"typeVersion":2.1},{"id":"2a34f767-7bf0-4c7c-8882-6dde62670383","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[1320,360],"parameters":{"color":7,"width":1260,"height":1060,"content":"## The My Functions MCP calls this sub-workflow every time.\nA subworkflow is a separate workflow that can be called by other workflows and is able to receive parameters.\nLearn more about sub-workflows **[here](https://docs.n8n.io/flow-logic/subworkflows/)**"},"typeVersion":1},{"id":"eda3b2a5-845a-413f-b866-759fe5e1a0b9","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[1960,-180],"parameters":{"color":5,"width":620,"height":520,"content":"## Google Calendar tools require credentials\nIf you don't have your Google Credentials set up in n8n yet, watch [this](https://www.youtube.com/watch?v=3Ai1EPznlAc) video to learn how to do it.\n\nIf you are using n8n Cloud plans, it's very intuitive to setup and you may not even need the tutorial."},"typeVersion":1},{"id":"4b100035-d803-46aa-8540-08e69d7f2179","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[-480,1160],"parameters":{"width":660,"height":180,"content":"# Need help?\nFor getting help with this workflow, please create a topic on the community forums here:\nhttps://community.n8n.io/c/questions/"},"typeVersion":1},{"id":"74ad0058-87b6-4a91-88a5-a0cb72bce84d","name":"OpenAI 4o","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[400,40],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o","cachedResultName":"gpt-4o"},"options":{}},"typeVersion":1.2},{"id":"c7f95bf5-23ed-4296-a2e0-dfb9fdebde94","name":"Sticky Note7","type":"n8n-nodes-base.stickyNote","position":[240,160],"parameters":{"color":7,"height":240,"content":"## Why model 4o? 👆\nAfter testing 4o-mini it had some difficulties handling the calendar requests, while the 4o model handled it with ease.\n\nDepending on your prompt and tools, 4o-mini might be able to work well too, but it requires further testing."},"typeVersion":1},{"id":"f5c974cc-4277-4ab4-ada6-cad1d16dda80","name":"Sticky Note8","type":"n8n-nodes-base.stickyNote","position":[-480,-340],"parameters":{"color":4,"width":3060,"height":140,"content":""},"typeVersion":1},{"id":"a304ab81-9ef6-485d-b35a-76d2cc3d5c91","name":"Sticky Note9","type":"n8n-nodes-base.stickyNote","position":[640,-300],"parameters":{"color":4,"width":800,"height":80,"content":"# Learn How to Build an MCP Server and Client"},"typeVersion":1},{"id":"148904d6-f94b-4ec0-a026-2e5fb921c07f","name":"Sticky Note10","type":"n8n-nodes-base.stickyNote","position":[-480,480],"parameters":{"color":7,"width":660,"height":660,"content":"# Author\n![Solomon](https://gravatar.com/avatar/79aa147f090807fe0f618fb47a1de932669e385bb0c84bf3a7f891ae7d174256?r=pg&d=retro&size=200)\n### Solomon\nFreelance consultant from Brazil, specializing in automations and data analysis. I work with select clients, addressing their toughest projects.\n\nFor business inquiries, email me at automations.solomon@gmail.com\nOr message me on [Telegram](https://t.me/salomaoguilherme) for a faster response.\n\n### Check out my other templates\n### 👉 https://n8n.io/creators/solomon/\n"},"typeVersion":1},{"id":"36aeb3a3-bcc3-4d50-84f9-87065f908248","name":"Sticky Note16","type":"n8n-nodes-base.stickyNote","position":[-460,1020],"parameters":{"color":4,"width":620,"height":80,"content":"### 💡 **Want to learn advanced n8n skills and earn money building workflows?**\n‎ ‎ ‎ ‎ ‎ ‎ ‎ ‎Check out [Scrapes Academy](https://www.skool.com/scrapes/about?ref=21f10ad99f4d46ba9b8aaea8c9f58c34)"},"typeVersion":1}],"pinData":{"When Executed by Another Workflow":[{"payload":{"number":5},"function_name":"joke"}]},"connections":{"Switch":{"main":[[{"node":"Convert Text to Upper Case","type":"main","index":0}],[{"node":"Convert Text to Lower Case","type":"main","index":0}],[{"node":"Random user data","type":"main","index":0}],[{"node":"Joke Request","type":"main","index":0}]]},"OpenAI 4o":{"ai_languageModel":[[{"node":"AI Agent","type":"ai_languageModel","index":0}]]},"CreateEvent":{"ai_tool":[[{"node":"Google Calendar MCP","type":"ai_tool","index":0}]]},"DeleteEvent":{"ai_tool":[[{"node":"Google Calendar MCP","type":"ai_tool","index":0}]]},"SearchEvent":{"ai_tool":[[{"node":"Google Calendar MCP","type":"ai_tool","index":0}]]},"UpdateEvent":{"ai_tool":[[{"node":"Google Calendar MCP","type":"ai_tool","index":0}]]},"Calendar MCP":{"ai_tool":[[{"node":"AI Agent","type":"ai_tool","index":0}]]},"Convert Text":{"ai_tool":[[{"node":"My Functions Server","type":"ai_tool","index":0}]]},"My Functions":{"ai_tool":[[{"node":"AI Agent","type":"ai_tool","index":0}]]},"Random Jokes":{"ai_tool":[[{"node":"My Functions Server","type":"ai_tool","index":0}]]},"Simple Memory":{"ai_memory":[[{"node":"AI Agent","type":"ai_memory","index":0}]]},"Random user data":{"main":[[{"node":"Return only some fields","type":"main","index":0}]]},"Generate random user data":{"ai_tool":[[{"node":"My Functions Server","type":"ai_tool","index":0}]]},"When chat message received":{"main":[[{"node":"AI Agent","type":"main","index":0}]]},"When Executed by Another Workflow":{"main":[[{"node":"Switch","type":"main","index":0}]]}}}


name: Auto-Publish Social Videos to 9 Platforms via Google Sheets and Blotato
author_name: Dr. Firas
author_username: drfiras
nodes_used: ["n8n-nodes-base.googleSheets","n8n-nodes-base.httpRequest"]
categories: []
created_at: 2025-04-12T02:42:56.028Z
updated_at: 2025-04-12T02:42:56.028Z
url: https://n8n.io/workflows/3522
scraped_at: 2025-06-19 22:50:25
description:
  Auto-Publish Social Videos to 9 Platforms via Google Sheets and Blotato

  Who is this workflow for?

  This workflow is ideal for marketers, content creators, virtual assistants, and automation specialists managing multi-platform video content. It’s especially useful for teams who want to centralize publishing via a spreadsheet and automate social distribution in one shot.

  What problem does this workflow solve?

  Manually posting videos to multiple social platforms is tedious and time-consuming. This workflow allows you to streamline video distribution using Blotato’s API — no more switching between platforms or re-uploading the same video multiple times.

  What this workflow does

  This automation reads video metadata (URL, caption, title) from a Google Sheet, uploads the video to Blotato, and automatically publishes it to Instagram, YouTube, TikTok, Facebook, LinkedIn, Threads, Twitter (X), Pinterest, and Bluesky.

  It also updates the sheet to reflect the publishing status (STATUS = DONE), ensuring that your data remains clean and trackable.

  Setup

  Set up your Google Sheet with the required columns: PROMPT, DESCRIPTION, URL VIDEO, Titre, row_number, and STATUS.
  Add your Blotato API key in the headers of the Upload Video and Post to X nodes.
  Replace the platform-specific IDs in the Assign Social Media IDs node (Instagram ID, Facebook Page ID, etc.).
  Set the schedule in the Schedule Trigger node to define when the publishing happens.

  &gt; ⚠️ Disclaimer: This workflow uses Community Nodes. These are only available on self-hosted n8n instances.

  How to customize this workflow

  Add logic to skip rows already marked as DONE.
  Expand to more platforms supported by Blotato.
  Use a webhook or Telegram trigger instead of the scheduler for more interactivity.
  Modify content per platform if needed (caption formatting, hashtags, etc.).

  📄 Documentation: Notion Guide

  Demo Video

  🎥 Watch the full tutorial here: YouTube Demo

workflow_json:
  {"id":"CCcz1G4G2yPwk1me","meta":{"instanceId":"a2b23892dd6989fda7c1209b381f5850373a7d2b85609624d7c2b7a092671d44","templateCredsSetupCompleted":true},"name":"💥workflow n8n d'Auto-Post sur les réseaux sociaux - vide","tags":[],"nodes":[{"id":"72df02b7-b426-4d79-970a-936e40d1a67d","name":"Schedule Trigger","type":"n8n-nodes-base.scheduleTrigger","position":[-360,-40],"parameters":{"rule":{"interval":[{"triggerAtHour":22}]}},"typeVersion":1.2},{"id":"d1f58a61-6a56-447b-9e34-d9abb58e50b8","name":"Assign Social Media IDs","type":"n8n-nodes-base.set","position":[80,-40],"parameters":{"mode":"raw","options":{},"jsonOutput":"{\n  \"instagram_id\": \"111\",\n  \"youtube_id\": \"222\",\n  \"tiktok_id\": \"333\",\n  \"facebook_id\": \"444\",\n  \"facebook_page_id\": \"555\",\n  \"threads_id\": \"666\",\n  \"twitter_id\": \"777\",\n  \"linkedin_id\": \"888\",\n  \"pinterest_id\": \"999\",\n  \"pinterest_board_id\": \"101010\",\n  \"bluesky_id\": \"111111\"\n}"},"typeVersion":3.4},{"id":"6c4a3eb4-f166-4702-acb5-efeffc7e5754","name":"Get my video","type":"n8n-nodes-base.googleSheets","position":[-140,-40],"parameters":{"options":{},"sheetName":{"__rl":true,"mode":"id","value":"="},"documentId":{"__rl":true,"mode":"id","value":"="}},"credentials":{"googleSheetsOAuth2Api":{"id":"51us92xkOlrvArhV","name":"Google Sheets account"}},"typeVersion":4.5},{"id":"4c2d215a-48d7-426f-acd4-4a02a375094e","name":"Upload Video to Blotato","type":"n8n-nodes-base.httpRequest","position":[300,-40],"parameters":{"url":"https://backend.blotato.com/v2/media","method":"POST","options":{},"sendBody":true,"sendHeaders":true,"bodyParameters":{"parameters":[{"name":"url","value":"={{ $('Get my video').item.json['URL VIDEO'] }}"}]},"headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"a179cae8-128c-4ed5-b8cb-6e9fae29d742","name":"INSTAGRAM","type":"n8n-nodes-base.httpRequest","position":[580,-280],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.instagram_id }}\",\n    \"target\": {\n      \"targetType\": \"instagram\"\n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"instagram\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"d1c6965d-e347-471e-b400-8047a839de6d","name":"YOUTUBE","type":"n8n-nodes-base.httpRequest","position":[800,-280],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.youtube_id }}\",\n    \"target\": {\n      \"targetType\": \"youtube\",\n      \"title\": \"{{ $('Get my video').item.json.Titre }}\",\n      \"privacyStatus\": \"unlisted\",\n      \"shouldNotifySubscribers\": \"false\"\n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"youtube\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"598a9da7-3b10-44d0-a1d2-dbbda8ce1a51","name":"TIKTOK","type":"n8n-nodes-base.httpRequest","position":[1000,-280],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.tiktok_id }}\",\n    \"target\": {\n      \"targetType\": \"tiktok\",\n      \"isYourBrand\": \"false\", \n      \"disabledDuet\": \"false\",\n      \"privacyLevel\": \"PUBLIC_TO_EVERYONE\",\n      \"isAiGenerated\": \"true\",\n      \"disabledStitch\": \"false\",\n      \"disabledComments\": \"false\",\n      \"isBrandedContent\": \"false\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"tiktok\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"796e0a52-c431-4239-bbb5-baf2d000f60e","name":"FACEBOOK","type":"n8n-nodes-base.httpRequest","position":[580,-40],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.facebook_id }}\",\n    \"target\": {\n      \"targetType\": \"facebook\",\n      \"pageId\": \"{{ $('Assign Social Media IDs').item.json.facebook_page_id }}\"\n\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"facebook\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"d88677f8-0a38-4aea-8825-0fef04b67af6","name":"THREADS","type":"n8n-nodes-base.httpRequest","position":[800,-40],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.threads_id }}\",\n    \"target\": {\n      \"targetType\": \"threads\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"threads\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"2f3b9b5f-09f0-4fd0-9c65-f6b3be566f59","name":"TWETTER","type":"n8n-nodes-base.httpRequest","position":[1000,-40],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.twitter_id }}\",\n    \"target\": {\n      \"targetType\": \"twitter\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"twitter\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"183f17ff-b8f4-472a-a956-61201dc36741","name":"LINKEDIN","type":"n8n-nodes-base.httpRequest","position":[580,200],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.linkedin_id }}\",\n    \"target\": {\n      \"targetType\": \"linkedin\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"linkedin\",\n      \"mediaUrls\": [\n        \"{{ $json.url }}\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"34a4d037-d035-42fe-a4ea-e4560c811dbb","name":"BLUESKY","type":"n8n-nodes-base.httpRequest","position":[800,200],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"= {\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.bluesky_id }}\",\n    \"target\": {\n      \"targetType\": \"bluesky\"\n      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"bluesky\",\n      \"mediaUrls\": [\n        \"https://pbs.twimg.com/media/GE8MgIiWEAAfsK3.jpg\"\n      ]\n    }\n  }\n}\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"f331b371-c71b-4bb6-a06d-f439b568f7ea","name":"PINTEREST","type":"n8n-nodes-base.httpRequest","position":[1000,200],"parameters":{"url":"https://backend.blotato.com/v2/posts","method":"POST","options":{},"jsonBody":"={\n  \"post\": {\n    \"accountId\": \"{{ $('Assign Social Media IDs').item.json.pinterest_id }}\",\n    \"target\": {\n      \"targetType\": \"pinterest\",\n      \"boardId\": \"{{ $('Assign Social Media IDs').item.json.pinterest_board_id }}\"      \n    },\n    \"content\": {\n      \"text\": \"{{ $('Get my video').item.json.DESCRIPTION }}\",\n      \"platform\": \"pinterest\",\n      \"mediaUrls\": [\n        \"https://pbs.twimg.com/media/GE8MgIiWEAAfsK3.jpg\"\n      ]\n    }\n  }\n}\n\n","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"blotato-api-key"}]}},"typeVersion":4.2},{"id":"59d608a5-d5c6-4160-96cc-c42534f99c0b","name":"Google Sheets","type":"n8n-nodes-base.googleSheets","position":[1180,-40],"parameters":{"columns":{"value":{"STATUS":"DONE","row_number":"={{ $('Get my video').item.json.row_number }}"},"schema":[{"id":"PROMPT","type":"string","display":true,"required":false,"displayName":"PROMPT","defaultMatch":false,"canBeUsedToMatch":true},{"id":"DESCRIPTION","type":"string","display":true,"required":false,"displayName":"DESCRIPTION","defaultMatch":false,"canBeUsedToMatch":true},{"id":"URL VIDEO","type":"string","display":true,"required":false,"displayName":"URL VIDEO","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Titre","type":"string","display":true,"required":false,"displayName":"Titre","defaultMatch":false,"canBeUsedToMatch":true},{"id":"STATUS","type":"string","display":true,"required":false,"displayName":"STATUS","defaultMatch":false,"canBeUsedToMatch":true},{"id":"row_number","type":"string","display":true,"removed":false,"readOnly":true,"required":false,"displayName":"row_number","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":["row_number"],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"update","sheetName":{"__rl":true,"mode":"id","value":"="},"documentId":{"__rl":true,"mode":"id","value":"="}},"credentials":{"googleSheetsOAuth2Api":{"id":"51us92xkOlrvArhV","name":"Google Sheets account"}},"typeVersion":4.5},{"id":"f15f4a2d-bf81-4fe4-91a0-2ff5c9662f46","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-420,-480],"parameters":{"color":6,"width":880,"height":300,"content":"# Auto-Publish to 9 Social Platforms\n## Automates distribution using Blotato’s API.\n## The video is auto-published to Instagram, YouTube, TikTok, Facebook, \n## LinkedIn, Threads, Twitter (X), Bluesky, and Pinterest \n## — all in one go, with no manual work required.\n### ** Documentation : ** [Guide](https://automatisation.notion.site/Workflow-n8n-d-Auto-Post-sur-les-r-seaux-sociaux-1d33d6550fd980b7b43ac417e9a06a9b?pvs=4)"},"typeVersion":1}],"active":true,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"f2540099-8de1-4ac6-9856-7d5989d5e7e3","connections":{"FACEBOOK":{"main":[[]]},"Get my video":{"main":[[{"node":"Assign Social Media IDs","type":"main","index":0}]]},"Schedule Trigger":{"main":[[{"node":"Get my video","type":"main","index":0}]]},"Assign Social Media IDs":{"main":[[{"node":"Upload Video to Blotato","type":"main","index":0}]]},"Upload Video to Blotato":{"main":[[{"node":"INSTAGRAM","type":"main","index":0},{"node":"YOUTUBE","type":"main","index":0},{"node":"TIKTOK","type":"main","index":0},{"node":"FACEBOOK","type":"main","index":0},{"node":"THREADS","type":"main","index":0},{"node":"TWITTER","type":"main","index":0},{"node":"LINKEDIN","type":"main","index":0},{"node":"BLUESKY","type":"main","index":0},{"node":"PINTEREST","type":"main","index":0},{"node":"Google Sheets","type":"main","index":0}]]}}}


name: Extract Trends, Auto-Generate Social Content with AI, Reddit, Google & Post
author_name: Immanuel
author_username: spectrabit
categories: []
created_at: 2025-04-15T10:37:51.062Z
updated_at: 2025-04-15T10:37:51.062Z
url: https://n8n.io/workflows/3560
scraped_at: 2025-06-19 22:49:11
description:
  Extract Trends and Auto-Generate Social Media Content with OpenAI, Reddit, and Google Trends: Approve and Post to Instagram, TikTok, and More

  Description
  What Problem Does This Solve? 🛠️
  This workflow automates trend extraction and social media content creation for businesses and marketers. It eliminates manual trend research and content generation by fetching trends, scoring them with AI, and posting tailored content to multiple platforms. Target audience: Social media managers, digital marketers, and businesses aiming to streamline content strategies.

  What Does It Do? 🌟
  Fetches trending topics from Reddit, X and Google Trends
  Scores trends for relevance using OpenAI.
  Generates content for Twitter/X, LinkedIn, Instagram and Facebook
  Posts to supported platforms 
  Stores results in Google Sheets for tracking

  Key Features 📋
  Real-time trend fetching from Reddit and Google Trends.
  AI-driven trend scoring and content generation (OpenAI).
  Automated posting to Twitter/X, LinkedIn, Instagram, and Facebook.
  Persistent storage in Google Sheets.
  Setup Instructions

  Prerequisites ⚙️
  n8n Instance**: Self-hosted or cloud n8n instance.
  API Credentials**:
    Reddit API: Client ID and secret from Reddit.
    SerpApi (Google Trends): API key from SerpApi, stored in n8n credentials 
    OpenAI API: API key with GPT model access.
    Twitter/X API: OAuth 1.0a credentials with write permissions.
    LinkedIn API: OAuth 2.0 credentials with w_organization_social scope.
    Instagram/Facebook API: Meta Developer app with posting permissions.
    Google Sheets API: Credentials from Google Cloud Console.

  Installation Steps 📦
  Import the Workflow:
     Copy the workflow JSON from the "Template Code" section below.
     Import it into n8n via "Import from File" or "Import from URL".
  Configure Credentials:
     Add API credentials in n8n’s Credentials section for Reddit, SerpApi, OpenAI, Twitter/X, LinkedIn, Instagram/Facebook, and Google Sheets.
     Assign credentials to respective nodes. For example:
       In the Fetch Google Trends node (HTTP Request), use n8n credentials for SerpApi instead of hardcoding the API key.
       Example: Set the API key in n8n credentials as SerpApiKey and reference it in the node’s query parameter: api_key={{ $credentials.SerpApiKey }}.
  Set Up Google Sheets with the following columns (exact column names are case-sensitive)
   -Timestamp | Trend | Score | BrandVoice | AudienceMood |

  Customize Nodes:
  OpenAI Nodes** (Trend Relevance Scoring, Generate Social Media Content): Update the model (e.g., gpt-4o) and prompt as needed.
  HTTP Request Nodes** (Post to Twitter/X, Post to LinkedIn, etc.): Verify URLs, authentication, and payloads.
  Brand Voice/Audience Mood**: Adjust Prepare Trend Scoring Input for your desired brand_voice (e.g., "casual") and audience_mood (e.g., "curious").
  Test the Workflow:
  Fetch Reddit Trends to Store Selected Trends- to score and store trends.
  Retrieve Latest Trends to end) to generate and post content
  Check Google Sheets for posting statuses
  How It Works

  High-Level Steps 🔍
  Fetch Trends**: Pulls trends from Reddit,X and Google Trends.
  Score Trends**: Uses OpenAI to score trends for relevance.
  Generate Content**: Creates platform-specific social media content.
  Post Content**: Posts to LinkedIn,  Facebook or X

  Detailed descriptions are available in the sticky notes within the workflow screenshot above.

  Node Names and Actions

  Trend Extraction and Scoring
  Daily Trigger Idea: Triggers the workflow daily.
  Set Default Inputs: Sets default brand_voice and inputs.
  Fetch Reddit Trends: Fetches Reddit posts.
  Extract Reddit Trends: Extracts trends from Reddit.
  Fetch Google Trends: Fetches Google Trends via SerpApi.
  Extract Google Trends2: Processes Google Trends data.
  Fetch Twitter Mentions: Fetches Twitter mentions.
  Translate Tweets to English: Translates tweets.
  Fix Tweet Translation Output: Fixes translation format.
  Detect Audience Mood: Detects audience mood.
  Fix Audience Mood Output: Fixes mood output format.
  Analyze News Sentiment: Analyzes news sentiment.
  Combine Data (Merge): Merges all data sources.
  Merge Items into Single Item: Combines data into one item.
  Combine Trends and UGC: Combines trends with UGC.
  Prepare Trend Scoring Input: Prepares data for scoring.
  Trend Relevance Scoring: Scores trends with OpenAI.
  Parse Trend Scores: Parses scoring output.
  Store Selected Trends: Stores trends in Google Sheets.

  Content Generation and Posting
  Retrieve Latest Trends: Retrieves trends from Google Sheets.
  Parse Retrieved Trends: Parses retrieved trends.
  Select Top Trends: Selects the top trend.
  Generate Social Media Content: Generates platform-specific content.
  Parse Social Media Content: Parses generated content.
  Generate Images: Generates images for posts (if applicable).
  -Handle Approvals/Rejection before Posting
  Post to Instagram: Posts to Instagram.
  Post to Facebook: Posts to Facebook.
  Post to LinkedIn: Posts to LinkedIn.

  Customization Tips

  Add Trend Sources** 📡: Include more sources (e.g., Instagram trends) by adding nodes to Combine Data (Merge).
  Change Content Tone** ✍️: Update the Generate Social Media Content prompt for a different tone (e.g., "humorous").
  Adjust Schedule** ⏰: Modify Daily Trigger Idea to run hourly or weekly.
  Automate TikTok/YouTube** 🎥: Add video generation (e.g., FFMPEG) to post TikTok and YouTube Shorts

nodes_used:
  ["n8n-nodes-base.googleSheets","n8n-nodes-base.httpRequest","n8n-nodes-base.facebookGraphApi","n8n-nodes-base.gmail","n8n-nodes-base.linkedIn","n8n-nodes-base.reddit","n8n-nodes-base.code","@n8n/n8n-nodes-langchain.openAi"]

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iPhone users at risk of dangerous malware attack — newly-found flaw warning issued\" - **Negative**\n6. \"Switch 2 GameCube Controller 'Early Purchase' Goes Live Next Week (North America)\" - **Positive**\n7. \"Microsoft goes passwordless by default on new accounts\" - **Positive**\n8. \"Phishing attacks that defeat MFA are easier than ever. So what are we to do?\" - **Negative**\n9. \"Silksong is playable in a museum this September, but that probably doesn't help narrow down its release date\" - **Neutral**\n10. \"Patch Notes: Season 14 — Warcraft Rumble\" - **Neutral**\n11. \"Google's Gemini App Is Getting AI Image Editing\" - **Positive**\n12. \"Fandom Blows Up Giant Bomb\" - **Negative**\n13. \"The 2025 Aston Martin Vantage: Achingly beautiful and thrilling to drive\" - **Positive**\n14. \"The New 2025 Apple iPad Drops to the Lowest Price of the Year on Amazon (All Colors Available)\" - **Positive**\n15. \"Prime Gaming members get 22 more games in May\" - **Positive**\n16. \"Nintendo Switch 2 vs. Steam Deck: Battle of the Handhelds\" - **Neutral**\n17. \"iOS 19 multitasking upgrade sounds perfect for Apple’s foldables\" - **Positive**\n18. \"‘Borderlands 4’ Looks Fantastic After Listening To Fan Feedback\" - **Positive**\n19. \"Work advice: I can't hide one part of my appearance. Everyone at work won't let me forget it.\" - **Negative**\n20. \"Libogc Allegations Rock Wii Homebrew Community\" - **Negative**\n\nOverall sentiment: **Mixed** (combining positive, negative, and neutral sentiments)","formatted_headlines ":"The Chromecast is back, but not as we know it - The Verge, French President Macron Congratulates Clair Obscur: Expedition 33 Developer For Creating 'One of the Best-Rated Games in History' - IGN, ICYMI: 12 Switch Games Will Receive Free Switch 2 Upgrades - Nintendo Life, Some Nintendo Switch users impacted by error code 2206-1015 following system update - Nintendo Everything, Billions of iPhone users at risk of dangerous malware attack — newly-found flaw warning issued - New York Post, Switch 2 GameCube Controller 'Early Purchase' Goes Live Next Week (North America) - Nintendo Life, Microsoft goes passwordless by default on new accounts - The Verge, Phishing attacks that defeat MFA are easier than ever. So what are we to do? - Ars Technica, Silksong is playable in a museum this September, but that probably doesn't help narrow down its release date - Eurogamer, Patch Notes: Season 14 — Warcraft Rumble - Blizzard News, Google's Gemini App Is Getting AI Image Editing - Lifehacker, Fandom Blows Up Giant Bomb - Kotaku, The 2025 Aston Martin Vantage: Achingly beautiful and thrilling to drive - Ars Technica, The New 2025 Apple iPad Drops to the Lowest Price of the Year on Amazon (All Colors Available) - IGN, Prime Gaming members get 22 more games in May - Eurogamer, Nintendo Switch 2 vs. Steam Deck: Battle of the Handhelds - IGN, iOS 19 multitasking upgrade sounds perfect for Apple’s foldables - 9to5Mac, ‘Borderlands 4’ Looks Fantastic After Listening To Fan Feedback - Forbes, Work advice: I can't hide one part of my appearance. Everyone at work won't let me forget it. - Slate, Libogc Allegations Rock Wii Homebrew Community - Hackaday"}},{"json":{"link":"- \"https://trends.google.com/trends/explore?q=gta%206\"\n- \"https://trends.google.com/trends/explore?q=kentucky%20derby\"\n- \"https://trends.google.com/trends/explore?q=wwe%20releases\"\n- \"https://trends.google.com/trends/explore?q=gregg%20popovich\"\n- \"https://trends.google.com/trends/explore?q=kirk%20floribama%20shore\"\n- \"https://trends.google.com/trends/explore?q=john%20fetterman\"\n- \"https://trends.google.com/trends/explore?q=dodgers%20vs%20braves\"\n- \"https://trends.google.com/trends/explore?q=prince%20harry\"\n- \"https://trends.google.com/trends/explore?q=subway%20closing%20stores\"\n- \"https://trends.google.com/trends/explore?q=man%20city%20vs%20wolves\"\n- \"https://trends.google.com/trends/explore?q=cubs%20vs%20brewers\"\n- \"https://trends.google.com/trends/explore?q=rays%20vs%20yankees\"\n- \"https://trends.google.com/trends/explore?q=twins%20vs%20red%20sox\"\n- \"https://trends.google.com/trends/explore?q=devin%20haney%20fight\"\n- \"https://trends.google.com/trends/explore?q=diamondbacks%20vs%20phillies\"\n- \"https://trends.google.com/trends/explore?q=mets%20vs%20cardinals\"\n- \"https://trends.google.com/trends/explore?q=who%20won%20the%20ryan%20garcia%20fight\"\n- \"https://trends.google.com/trends/explore?q=mariners%20vs%20rangers\"\n- \"https://trends.google.com/trends/explore?q=dannielynn%20birkhead\"\n- \"https://trends.google.com/trends/explore?q=royals%20vs%20orioles\"\n- \"https://trends.google.com/trends/explore?q=padres%20vs%20pirates\"\n- \"https://trends.google.com/trends/explore?q=astros%20vs%20white%20sox\"\n- \"https://trends.google.com/trends/explore?q=dallas%20wings\"\n- \"https://trends.google.com/trends/explore?q=nationals%20vs%20reds\"\n- \"https://trends.google.com/trends/explore?q=australia%20election\"\n- \"https://trends.google.com/trends/explore?q=chicago%20sky\"\n- \"https://trends.google.com/trends/explore?q=trump%20pope\"\n- \"https://trends.google.com/trends/explore?q=what%20time%20is%20canelo%20fight\"\n- \"https://trends.google.com/trends/explore?q=aston%20villa%20vs%20fulham\"\n- \"https://trends.google.com/trends/explore?q=guardians%20vs%20blue%20jays\"\n- \"https://trends.google.com/trends/explore?q=banking%20outages\"\n- \"https://trends.google.com/trends/explore?q=rockets%20vs%20warriors\"\n- \"https://trends.google.com/trends/explore?q=elizabeth%20smart\"\n- \"https://trends.google.com/trends/explore?q=kimi%20antonelli\"\n- \"https://trends.google.com/trends/explore?q=jakara%20jackson\"\n- \"https://trends.google.com/trends/explore?q=dv%20lottery%202026%20results\"\n- \"https://trends.google.com/trends/explore?q=disney%2B\"\n- \"https://trends.google.com/trends/explore?q=kentucky%20oaks\"\n- \"https://trends.google.com/trends/explore?q=riley%20greene\"\n- \"https://trends.google.com/trends/explore?q=ill\"\n- \"https://trends.google.com/trends/explore?q=greiner%20of%20shark%20tank%20nyt\"\n- \"https://trends.google.com/trends/explore?q=paris%20fc\"\n- \"https://trends.google.com/trends/explore?q=king%20charles\"\n- \"https://trends.google.com/trends/explore?q=ruth%20buzzi%20death\"\n- \"https://trends.google.com/trends/explore?q=ashli%20babbitt\"\n- \"https://trends.google.com/trends/explore?q=the%20equalizer\"\n- \"https://trends.google.com/trends/explore?q=nil\"\n- \"https://trends.google.com/trends/explore?q=trump%20veterans%20day\"\n- \"https://trends.google.com/trends/explore?q=shell\"\n- \"https://trends.google.com/trends/explore?q=bobbi%20althoff\"\n- \"https://trends.google.com/trends/explore?q=wnba%20schedule\"\n- \"https://trends.google.com/trends/explore?q=cheech%20and%20chong\"\n- \"https://trends.google.com/trends/explore?q=joey%20gallo\"\n- \"https://trends.google.com/trends/explore?q=tarik%20skubal\"\n- \"https://trends.google.com/trends/explore?q=perkins%20coie\"\n- \"https://trends.google.com/trends/explore?q=steven%20adams\"\n- \"https://trends.google.com/trends/explore?q=theo%20james\"\n- \"https://trends.google.com/trends/explore?q=caitlin%20clark\"\n- \"https://trends.google.com/trends/explore?q=severe%20thunderstorm%20watch\"\n- \"https://trends.google.com/trends/explore?q=give%20send%20go\"\n- \"https://trends.google.com/trends/explore?q=jeffrey%20dean\"\n- \"https://trends.google.com/trends/explore?q=max%20fried\"\n- \"https://trends.google.com/trends/explore?q=alexis%20bellino\"\n- \"https://trends.google.com/trends/explore?q=zachary%20nehus\"\n- \"https://trends.google.com/trends/explore?q=thunderbolts%20box%20office\"\n- \"https://trends.google.com/trends/explore?q=paul%20goldschmidt\"\n- \"https://trends.google.com/trends/explore?q=tommy%20chong\"\n- \"https://trends.google.com/trends/explore?q=fred%20kerley\"\n- \"https://trends.google.com/trends/explore?q=buffalo%20bandits\"\n- \"https://trends.google.com/trends/explore?q=connor%20hellebuyck\"\n- \"https://trends.google.com/trends/explore?q=naomi%20osaka\"\n- \"https://trends.google.com/trends/explore?q=brian%20kelly\"\n- \"https://trends.google.com/trends/explore?q=milk\"\n- \"https://trends.google.com/trends/explore?q=javier%20b%C3%A1ez\"\n- \"https://trends.google.com/trends/explore?q=arkansas%20baseball\"\n- \"https://trends.google.com/trends/explore?q=nyt%20connections%20hints\"\n- \"https://trends.google.com/trends/explore?q=jets%20vs%20blues\"\n- \"https://trends.google.com/trends/explore?q=st%20louis%20blues\"\n- \"https://trends.google.com/trends/explore?q=teofimo%20lopez%20fight\"\n- \"https://trends.google.com/trends/explore?q=anthony%20rizzo\"\n- \"https://trends.google.com/trends/explore?q=brad%20keselowski\"\n- \"https://trends.google.com/trends/explore?q=severe%20thunderstorm%20warning\"\n- \"https://trends.google.com/trends/explore?q=antonio%20brown\"\n- \"https://trends.google.com/trends/explore?q=pittsburgh%20marathon%202025\"\n- \"https://trends.google.com/trends/explore?q=spartan%20college\"\n- \"https://trends.google.com/trends/explore?q=new%20zealand\"\n- \"https://trends.google.com/trends/explore?q=hulk%20hogan%20new%20look\"\n- \"https://trends.google.com/trends/explore?q=pete%20crow-armstrong\"\n- \"https://trends.google.com/trends/explore?q=nirmal%20kapoor\"\n- \"https://trends.google.com/trends/explore?q=mets%20score\"\n- \"https://trends.google.com/trends/explore?q=indy%20mini%20marathon\"\n- \"https://trends.google.com/trends/explore?q=basketball%20zero%20codes\"\n- \"https://trends.google.com/trends/explore?q=sandman%20horse\"\n- \"https://trends.google.com/trends/explore?q=aoc\"\n- \"https://trends.google.com/trends/explore?q=%EB%82%A0%EC%94%A8\"\n- \"https://trends.google.com/trends/explore?q=houston\"\n- \"https://trends.google.com/trends/explore?q=aaron%20judge%20stats\"\n- \"https://trends.google.com/trends/explore?q=dillon%20brooks\"\n- \"https://trends.google.com/trends/explore?q=aliza%20sherman\"\n- \"https://trends.google.com/trends/explore?q=gt%20vs%20srh\"\n- \"https://trends.google.com/trends/explore?q=trump%20birthday\"\n- \"https://trends.google.com/trends/explore?q=taskmaster%20marvel\"\n- \"https://trends.google.com/trends/explore?q=newark%20airport\"\n- \"https://trends.google.com/trends/explore?q=rayo%20vallecano%20-%20getafe\"\n- \"https://trends.google.com/trends/explore?q=athletics%20vs%20marlins\"\n- \"https://trends.google.com/trends/explore?q=madrid%20open%202025%20schedule\"\n- \"https://trends.google.com/trends/explore?q=draymond%20green\"\n- \"https://trends.google.com/trends/explore?q=sat\"\n- \"https://trends.google.com/trends/explore?q=travis%20kelce\"\n- \"https://trends.google.com/trends/explore?q=gsw\"\n- \"https://trends.google.com/trends/explore?q=anna%20kendrick\"\n- \"https://trends.google.com/trends/explore?q=fire\"\n- \"https://trends.google.com/trends/explore?q=weather%20atlanta\"\n- \"https://trends.google.com/trends/explore?q=la%20county%20fair%202025\"\n- \"https://trends.google.com/trends/explore?q=stephen%20curry\"\n- \"https://trends.google.com/trends/explore?q=colman%20domingo\"\n- \"https://trends.google.com/trends/explore?q=blake%20lively\"\n- \"https://trends.google.com/trends/explore?q=phil%20simms\"\n- \"https://trends.google.com/trends/explore?q=bill%20pullman\"\n- \"https://trends.google.com/trends/explore?q=germany\"\n- \"https://trends.google.com/trends/explore?q=anita%20knutson\"\n- \"https://trends.google.com/trends/explore?q=boxing%20fights%20tonight\"\n- \"https://trends.google.com/trends/explore?q=triple%20crown%20winners\"\n- \"https://trends.google.com/trends/explore?q=elden%20ring%20nightreign\"\n- \"https://trends.google.com/trends/explore?q=orlando%20weather\"\n- \"https://trends.google.com/trends/explore?q=byron%20nelson%20tournament\"\n- \"https://trends.google.com/trends/explore?q=indivisible\"\n- \"https://trends.google.com/trends/explore?q=sengun\"\n- \"https://trends.google.com/trends/explore?q=steve%20kerr\"\n- \"https://trends.google.com/trends/explore?q=tom%20homan\"\n- \"https://trends.google.com/trends/explore?q=quincy%20wilson\"\n- \"https://trends.google.com/trends/explore?q=burkina%20faso\"\n- \"https://trends.google.com/trends/explore?q=jackie%20chan\"\n- \"https://trends.google.com/trends/explore?q=dasha\"\n- \"https://trends.google.com/trends/explore?q=buddy%20hield\"\n- \"https://trends.google.com/trends/explore?q=max%20scherzer\"\n- \"https://trends.google.com/trends/explore?q=jen%20mccabe\"\n- \"https://trends.google.com/trends/explore?q=fernando%20tatis%20jr\"\n- \"https://trends.google.com/trends/explore?q=spencer%20torkelson\"\n- \"https://trends.google.com/trends/explore?q=george%20ryan\"\n- \"https://trends.google.com/trends/explore?q=fantastic%20four\"\n- \"https://trends.google.com/trends/explore?q=h5n1\"\n- \"https://trends.google.com/trends/explore?q=ana%20caldas\"\n- \"https://trends.google.com/trends/explore?q=reinier%20de%20ridder\"\n- \"https://trends.google.com/trends/explore?q=unc%20basketball\"\n- \"https://trends.google.com/trends/explore?q=kerry%20carpenter\"\n- \"https://trends.google.com/trends/explore?q=aurora%20borealis%20forecast\"\n- \"https://trends.google.com/trends/explore?q=fatal%20fury\"\n- \"https://trends.google.com/trends/explore?q=fanion\"\n- \"https://trends.google.com/trends/explore?q=black%20widow\"\n- \"https://trends.google.com/trends/explore?q=formula%201%20miami\"\n- \"https://trends.google.com/trends/explore?q=gas%20prices\"\n- \"https://trends.google.com/trends/explore?q=battlehawks\"\n- \"https://trends.google.com/trends/explore?q=jose%20ramirez\"\n- \"https://trends.google.com/trends/explore?q=amy%20schumer\"\n- \"https://trends.google.com/trends/explore?q=amen%20thompson\"\n- \"https://trends.google.com/trends/explore?q=nwsl\"\n- \"https://trends.google.com/trends/explore?q=jon%20gruden\"\n- \"https://trends.google.com/trends/explore?q=mc%20donalds\"\n- \"https://trends.google.com/trends/explore?q=alianza%20lima%20-%20cienciano\"\n- \"https://trends.google.com/trends/explore?q=jack%20draper\"\n- \"https://trends.google.com/trends/explore?q=chile\"\n- \"https://trends.google.com/trends/explore?q=xfinity%20outage\"\n- \"https://trends.google.com/trends/explore?q=manny%20pacquiao\"\n- \"https://trends.google.com/trends/explore?q=patrick%20schwarzenegger\"\n- \"https://trends.google.com/trends/explore?q=gervonta%20davis\"\n- \"https://trends.google.com/trends/explore?q=jorbit%20vivas\"\n- \"https://trends.google.com/trends/explore?q=old%20national%20bank\"\n- \"https://trends.google.com/trends/explore?q=black%20desert%20championship\"\n- \"https://trends.google.com/trends/explore?q=nyt%20crossword%20clues%20today\"\n- \"https://trends.google.com/trends/explore?q=investments\"\n- \"https://trends.google.com/trends/explore?q=giants%20game\"\n- \"https://trends.google.com/trends/explore?q=joseph%20czuba\"\n- \"https://trends.google.com/trends/explore?q=nba%20youngboy\"\n- \"https://trends.google.com/trends/explore?q=tesla%20cybertruck\"\n- \"https://trends.google.com/trends/explore?q=riley%20osborne\"\n- \"https://trends.google.com/trends/explore?q=cathie%20wood\"\n- \"https://trends.google.com/trends/explore?q=max%20kepler\"\n- \"https://trends.google.com/trends/explore?q=aaron%20holiday\"\n- \"https://trends.google.com/trends/explore?q=fsu%20baseball\"\n- \"https://trends.google.com/trends/explore?q=meta%20glasses\"\n- \"https://trends.google.com/trends/explore?q=texas%20motor%20speedway\"\n- \"https://trends.google.com/trends/explore?q=jensen%20ackles\"\n- \"https://trends.google.com/trends/explore?q=the%20handmaid's%20tale\"\n- \"https://trends.google.com/trends/explore?q=keanu%20reeves\"\n- \"https://trends.google.com/trends/explore?q=mookie%20betts\"\n- \"https://trends.google.com/trends/explore?q=strikeout\"\n- \"https://trends.google.com/trends/explore?q=steph%20curry%20stats\"\n- \"https://trends.google.com/trends/explore?q=drew%20barrymore\"\n- \"https://trends.google.com/trends/explore?q=dallas%20wings%20roster\"\n- \"https://trends.google.com/trends/explore?q=jeff%20green\"\n- \"https://trends.google.com/trends/explore?q=drlupo\"\n- \"https://trends.google.com/trends/explore?q=rosario%20movie\"\n- \"https://trends.google.com/trends/explore?q=coachella%202026\"\n- \"https://trends.google.com/trends/explore?q=hannah%20berner\"\n- \"https://trends.google.com/trends/explore?q=anna%20faris\"\n- \"https://trends.google.com/trends/explore?q=dalma%20galfi\"\n- \"https://trends.google.com/trends/explore?q=netflix%20streaming%20movies\"\n- \"https://trends.google.com/trends/explore?q=jobs%20report%20april%202025\"\n- \"https://trends.google.com/trends/explore?q=personal%20injury%20attorney\"\n- \"https://trends.google.com/trends/explore?q=turki%20alalshikh\"\n- \"https://trends.google.com/trends/explore?q=tuomas%20iisalo\"\n- \"https://trends.google.com/trends/explore?q=hunter%20greene\"\n- \"https://trends.google.com/trends/explore?q=trump%20budget\"\n- \"https://trends.google.com/trends/explore?q=omar%20sy\"\n- \"https://trends.google.com/trends/explore?q=steve%20adams\"\n- \"https://trends.google.com/trends/explore?q=the%20tv%20app\"\n- \"https://trends.google.com/trends/explore?q=grant%20holmes\"\n- \"https://trends.google.com/trends/explore?q=gujarat%20titans%20vs%20sunrisers%20hyderabad%20match%20scorecard\"\n- \"https://trends.google.com/trends/explore?q=casper%20ruud\"\n- \"https://trends.google.com/trends/explore?q=tim%20duncan\"\n- \"https://trends.google.com/trends/explore?q=kendrick%20perkins\"\n- \"https://trends.google.com/trends/explore?q=coachella\"\n- \"https://trends.google.com/trends/explore?q=tv%20app\"\n- \"https://trends.google.com/trends/explore?q=julianne%20nicholson\"\n- \"https://trends.google.com/trends/explore?q=el%20eternauta\"\n- \"https://trends.google.com/trends/explore?q=alex%20bregman\"\n- \"https://trends.google.com/trends/explore?q=mission%20impossible\"\n- \"https://trends.google.com/trends/explore?q=porto%20vs%20moreirense\"\n- \"https://trends.google.com/trends/explore?q=rivian\"\n- \"https://trends.google.com/trends/explore?q=adam%20thielen\"\n- \"https://trends.google.com/trends/explore?q=torino%20vs%20venezia\"\n- \"https://trends.google.com/trends/explore?q=kc%20current%20vs%20seattle%20reign%20fc\"\n- \"https://trends.google.com/trends/explore?q=may%20the%204th%20be%20with%20you\"\n- \"https://trends.google.com/trends/explore?q=michelle%20obama\"\n- \"https://trends.google.com/trends/explore?q=josh%20groban\"\n- \"https://trends.google.com/trends/explore?q=roman%20anthony\"\n- \"https://trends.google.com/trends/explore?q=jabari%20smith\"\n- \"https://trends.google.com/trends/explore?q=aleister%20black\"\n- \"https://trends.google.com/trends/explore?q=alan%20haller%20msu\"\n- \"https://trends.google.com/trends/explore?q=cinco%20de%20mayo%202025\"\n- \"https://trends.google.com/trends/explore?q=stream\"\n- \"https://trends.google.com/trends/explore?q=bow%20wow\"\n- \"https://trends.google.com/trends/explore?q=christina%20parcell\"\n- \"https://trends.google.com/trends/explore?q=dakota%20fanning\"\n- \"https://trends.google.com/trends/explore?q=creed%20movie\"\n- \"https://trends.google.com/trends/explore?q=dolly%20parton\"\n- \"https://trends.google.com/trends/explore?q=cubs%20score\"\n- \"https://trends.google.com/trends/explore?q=adam%20devine\"\n- \"https://trends.google.com/trends/explore?q=gwen%20stefani\"\n- 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\"https://trends.google.com/trends/explore?q=los%20angeles\"\n- \"https://trends.google.com/trends/explore?q=harvard\"\n- \"https://trends.google.com/trends/explore?q=bkfc\"\n- \"https://trends.google.com/trends/explore?q=cory%20sandhagen\"\n- \"https://trends.google.com/trends/explore?q=syracuse%20lacrosse\"\n- \"https://trends.google.com/trends/explore?q=brayden%20schenn\"\n- \"https://trends.google.com/trends/explore?q=jon%20hamm\"\n- \"https://trends.google.com/trends/explore?q=alex%20warren\"\n- \"https://trends.google.com/trends/explore?q=luke%20schenn\"\n- \"https://trends.google.com/trends/explore?q=dillon%20gabriel%20number%202\"\n- \"https://trends.google.com/trends/explore?q=quinn%20priester\"\n- \"https://trends.google.com/trends/explore?q=gary%20payton%20ii\"\n- \"https://trends.google.com/trends/explore?q=oscar%20de%20la%20hoya\"\n- \"https://trends.google.com/trends/explore?q=happy%20gilmore%202\"\n- \"https://trends.google.com/trends/explore?q=nicolas%20cage\"\n- \"https://trends.google.com/trends/explore?q=frankie%20muniz\"\n- \"https://trends.google.com/trends/explore?q=johnny%20depp\"\n- \"https://trends.google.com/trends/explore?q=percy%20jackson\"\n- \"https://trends.google.com/trends/explore?q=jason%20momoa\"\n- \"https://trends.google.com/trends/explore?q=lizzo\"\n- \"https://trends.google.com/trends/explore?q=reed%20sheppard\"\n- \"https://trends.google.com/trends/explore?q=racing%20louisville%20vs%20houston%20dash\"\n- \"https://trends.google.com/trends/explore?q=robby%20starbuck\"\n- \"https://trends.google.com/trends/explore?q=nia%20jax\"\n- \"https://trends.google.com/trends/explore?q=nicky%20lopez\"\n- \"https://trends.google.com/trends/explore?q=james%20outman\"\n- \"https://trends.google.com/trends/explore?q=death%20becomes%20her\"\n- \"https://trends.google.com/trends/explore?q=alabama%20power\"\n- \"https://trends.google.com/trends/explore?q=ketanji%20brown%20jackson\"\n- \"https://trends.google.com/trends/explore?q=pat%20spencer\"\n- \"https://trends.google.com/trends/explore?q=chris%20flexen\"\n- \"https://trends.google.com/trends/explore?q=jo%20koy\"\n- \"https://trends.google.com/trends/explore?q=nathan%20walker\"\n- \"https://trends.google.com/trends/explore?q=dollywood\"\n- \"https://trends.google.com/trends/explore?q=mariners%20score\"\n- \"https://trends.google.com/trends/explore?q=david%20muir\"\n- \"https://trends.google.com/trends/explore?q=scarlett%20johansson\"\n- \"https://trends.google.com/trends/explore?q=rockets%20coach\"\n- \"https://trends.google.com/trends/explore?q=al%20hrabosky\"\n- \"https://trends.google.com/trends/explore?q=chevrolet\"\n- \"https://trends.google.com/trends/explore?q=robert%20horry\"\n- \"https://trends.google.com/trends/explore?q=zelina%20vega\"\n- \"https://trends.google.com/trends/explore?q=wwe%20backlash%202025\"\n- \"https://trends.google.com/trends/explore?q=henry%20cavill\"\n- \"https://trends.google.com/trends/explore?q=pittsburgh%20weather\"\n- \"https://trends.google.com/trends/explore?q=las%20vegas%20sphere\"\n- \"https://trends.google.com/trends/explore?q=f1%20tv\"\n- \"https://trends.google.com/trends/explore?q=nba%20lakers\"\n- \"https://trends.google.com/trends/explore?q=magic%20johnson\"\n- \"https://trends.google.com/trends/explore?q=senate%20epa%20rule%20air%20pollution%20rollback\"\n- \"https://trends.google.com/trends/explore?q=rory%20mcilroy\"\n- \"https://trends.google.com/trends/explore?q=baltimore%20weather\"\n- \"https://trends.google.com/trends/explore?q=juju%20watkins\"\n- \"https://trends.google.com/trends/explore?q=baseball%20games\"\n- \"https://trends.google.com/trends/explore?q=britney%20spears\"\n- \"https://trends.google.com/trends/explore?q=pltr\"\n- \"https://trends.google.com/trends/explore?q=max%20verstappen\"\n- \"https://trends.google.com/trends/explore?q=rust\"\n- \"https://trends.google.com/trends/explore?q=stl%20cardinals\"\n- \"https://trends.google.com/trends/explore?q=sai%20sudharsan\"\n- \"https://trends.google.com/trends/explore?q=ghost%20of%20yotei\"\n- \"https://trends.google.com/trends/explore?q=ryan%20garcia%20age\"\n- \"https://trends.google.com/trends/explore?q=jose%20andres\"\n- \"https://trends.google.com/trends/explore?q=tristan%20casas\"\n- \"https://trends.google.com/trends/explore?q=nashville%20weather\"\n- \"https://trends.google.com/trends/explore?q=in%20n%20out%20burger\"\n- \"https://trends.google.com/trends/explore?q=perry's%20steakhouse\"\n- \"https://trends.google.com/trends/explore?q=ryan%20seacrest\"\n- \"https://trends.google.com/trends/explore?q=yellowstone%20national%20park\"\n- \"https://trends.google.com/trends/explore?q=mets%20-%20cardenales\"\n- \"https://trends.google.com/trends/explore?q=ayesha%20curry\"\n- \"https://trends.google.com/trends/explore?q=westgate%20mall%20shooting\"\n- \"https://trends.google.com/trends/explore?q=tucker%20barnhart\"\n- \"https://trends.google.com/trends/explore?q=jasmine%20crockett\"\n- \"https://trends.google.com/trends/explore?q=swat\"\n- \"https://trends.google.com/trends/explore?q=torino%20fc\"\n- \"https://trends.google.com/trends/explore?q=palm%20springs\"\n- \"https://trends.google.com/trends/explore?q=bill%20nye\"\n- \"https://trends.google.com/trends/explore?q=nick%20cannon\"\n- \"https://trends.google.com/trends/explore?q=cal%20stevenson\"\n- \"https://trends.google.com/trends/explore?q=ben%20feldman\"\n- \"https://trends.google.com/trends/explore?q=pretty%20deadly%20wwe\"\n- \"https://trends.google.com/trends/explore?q=keanu%20carver\"\n- \"https://trends.google.com/trends/explore?q=emily%20deschanel\"\n- \"https://trends.google.com/trends/explore?q=jaire%20alexander\"\n- \"https://trends.google.com/trends/explore?q=corey%20heim\"\n- \"https://trends.google.com/trends/explore?q=billy%20gardell\"\n- \"https://trends.google.com/trends/explore?q=nice%20vs%20reims\"\n- \"https://trends.google.com/trends/explore?q=the%20miz\"\n- \"https://trends.google.com/trends/explore?q=chronicle\"\n- \"https://trends.google.com/trends/explore?q=kerry%20condon\"\n- \"https://trends.google.com/trends/explore?q=edwin%20kneedler\"\n- \"https://trends.google.com/trends/explore?q=santos%20escobar\"\n- \"https://trends.google.com/trends/explore?q=apple%20tv%20plus\"\n- \"https://trends.google.com/trends/explore?q=chelsea%20michigan\"\n- \"https://trends.google.com/trends/explore?q=kevin%20hart\"\n- \"https://trends.google.com/trends/explore?q=rocket\"\n- \"https://trends.google.com/trends/explore?q=jesus%20luzardo\"\n- \"https://trends.google.com/trends/explore?q=guadalajara%20-%20am%C3%A9rica\"\n- \"https://trends.google.com/trends/explore?q=cam%20fowler\"\n- \"https://trends.google.com/trends/explore?q=block%20stock\"\n- \"https://trends.google.com/trends/explore?q=kaitlan%20collins\"\n- \"https://trends.google.com/trends/explore?q=saudi%20arabia\"\n- \"https://trends.google.com/trends/explore?q=kraft%20mac%20and%20cheese%20necklace\"\n- \"https://trends.google.com/trends/explore?q=greenville%20sc\"\n- \"https://trends.google.com/trends/explore?q=georgia%20amoore\"\n- \"https://trends.google.com/trends/explore?q=0\"\n- \"https://trends.google.com/trends/explore?q=new%20york%20time\"\n- \"https://trends.google.com/trends/explore?q=nelson%20mandela\"\n- \"https://trends.google.com/trends/explore?q=beyond%20the%20gates\"\n- \"https://trends.google.com/trends/explore?q=nba%20hoy\"\n- \"https://trends.google.com/trends/explore?q=jason%20bateman\"\n- \"https://trends.google.com/trends/explore?q=james%20cook\"\n- \"https://trends.google.com/trends/explore?q=julio%20rodr%C3%ADguez\"\n- \"https://trends.google.com/trends/explore?q=jrue%20holiday\"\n- \"https://trends.google.com/trends/explore?q=preston%20lord\"\n- \"https://trends.google.com/trends/explore?q=%EB%82%B4%EC%9D%BC%20%EB%82%A0%EC%94%A8\"\n- \"https://trends.google.com/trends/explore?q=john%20hamm\"\n- \"https://trends.google.com/trends/explore?q=lsu%20baseball%20schedule\"\n- \"https://trends.google.com/trends/explore?q=ewan%20mcgregor\"\n- \"https://trends.google.com/trends/explore?q=livvy%20dunne\"\n- \"https://trends.google.com/trends/explore?q=bailey%20zimmerman\"\n- \"https://trends.google.com/trends/explore?q=courtney%20vandersloot\"\n- \"https://trends.google.com/trends/explore?q=bryce%20canyon\"\n- \"https://trends.google.com/trends/explore?q=eric%20comrie\"\n- \"https://trends.google.com/trends/explore?q=giants%20sf\"\n- \"https://trends.google.com/trends/explore?q=isaac%20howard\"\n- \"https://trends.google.com/trends/explore?q=hannah%20hidalgo\"\n- \"https://trends.google.com/trends/explore?q=estonia\"\n- \"https://trends.google.com/trends/explore?q=malika%20andrews\"\n- \"https://trends.google.com/trends/explore?q=ross%20dwelley\"\n- \"https://trends.google.com/trends/explore?q=john%20skipper\"\n- \"https://trends.google.com/trends/explore?q=samuel%20l%20jackson\"\n- \"https://trends.google.com/trends/explore?q=miley%20cyrus\"\n- \"https://trends.google.com/trends/explore?q=keith%20hernandez\"\n- \"https://trends.google.com/trends/explore?q=210%20freeway%20accident\"\n- \"https://trends.google.com/trends/explore?q=lupin\"\n- \"https://trends.google.com/trends/explore?q=homes%20for%20sale\"\n- \"https://trends.google.com/trends/explore?q=ben%20brown\"\n- \"https://trends.google.com/trends/explore?q=james%20earl%20jones\"\n- \"https://trends.google.com/trends/explore?q=johan%20rojas\"\n- \"https://trends.google.com/trends/explore?q=hope%20walz\"\n- \"https://trends.google.com/trends/explore?q=john%20elway%20golf%20cart\"\n- \"https://trends.google.com/trends/explore?q=andrew%20rannells\"\n- \"https://trends.google.com/trends/explore?q=jb%20smoove\"\n- \"https://trends.google.com/trends/explore?q=draftkings\"\n- \"https://trends.google.com/trends/explore?q=islamabad%20united%20vs%20peshawar%20zalmi\"\n- \"https://trends.google.com/trends/explore?q=blaine%20crim\"\n- \"https://trends.google.com/trends/explore?q=s%C3%A3o%20paulo%20vs%20fortaleza\"\n- \"https://trends.google.com/trends/explore?q=ps6\"\n- \"https://trends.google.com/trends/explore?q=nyt%20strands%20hints\"\n- \"https://trends.google.com/trends/explore?q=paul%20bissonnette\"\n- \"https://trends.google.com/trends/explore?q=tyler%20alexander\"\n- \"https://trends.google.com/trends/explore?q=fort%20lauderdale%20air%20show\"\n- \"https://trends.google.com/trends/explore?q=waco%20weather\"\n- \"https://trends.google.com/trends/explore?q=peru\"\n- \"https://trends.google.com/trends/explore?q=ghost%20of%20yotei%20collector's%20edition\"\n- \"https://trends.google.com/trends/explore?q=star%20wars%20movies\"\n- \"https://trends.google.com/trends/explore?q=jane%20fonda\"\n- \"https://trends.google.com/trends/explore?q=misty%20copeland\"\n- \"https://trends.google.com/trends/explore?q=dijonai%20carrington\"\n- \"https://trends.google.com/trends/explore?q=mike%20sullivan%20rangers\"\n- \"https://trends.google.com/trends/explore?q=mlb%20the%20show%2025\"\n- \"https://trends.google.com/trends/explore?q=tpg\"\n- \"https://trends.google.com/trends/explore?q=willem%20dafoe\"\n- \"https://trends.google.com/trends/explore?q=kenneth%20cole\"\n- \"https://trends.google.com/trends/explore?q=ventura%20high%20school\"\n- \"https://trends.google.com/trends/explore?q=merrill%20kelly\"\n- \"https://trends.google.com/trends/explore?q=kisd\"\n- \"https://trends.google.com/trends/explore?q=ryan%20o'hearn\"\n- \"https://trends.google.com/trends/explore?q=elle%20duncan\"\n- \"https://trends.google.com/trends/explore?q=jesse%20watters\"\n- \"https://trends.google.com/trends/explore?q=piper%20niven\"\n- \"https://trends.google.com/trends/explore?q=economic%20calendar\"\n- \"https://trends.google.com/trends/explore?q=martha%20maccallum\"\n- \"https://trends.google.com/trends/explore?q=harry%20potter\"\n- \"https://trends.google.com/trends/explore?q=columbia%20university\"\n- \"https://trends.google.com/trends/explore?q=john%20tortorella\"\n- \"https://trends.google.com/trends/explore?q=asts%20stock\"\n- \"https://trends.google.com/trends/explore?q=peyton%20manning\"\n- \"https://trends.google.com/trends/explore?q=fentanyl\"\n- \"https://trends.google.com/trends/explore?q=gen%20x\"\n- \"https://trends.google.com/trends/explore?q=ahtisa%20manalo\"\n- \"https://trends.google.com/trends/explore?q=venice\"\n- \"https://trends.google.com/trends/explore?q=erika%20alexander\"\n- \"https://trends.google.com/trends/explore?q=starbase%20texas\"\n- \"https://trends.google.com/trends/explore?q=sec%20softball%20standings\"\n- \"https://trends.google.com/trends/explore?q=pogo%C5%84%20szczecin%20vs%20legia%20warszawa\"\n- \"https://trends.google.com/trends/explore?q=freddie%20glenn\"\n- \"https://trends.google.com/trends/explore?q=josh%20naylor\"\n- \"https://trends.google.com/trends/explore?q=virat%20kohli\"\n- \"https://trends.google.com/trends/explore?q=ninja%20foodi%20recall\"\n- \"https://trends.google.com/trends/explore?q=six%20flags%20great%20adventure\"\n- \"https://trends.google.com/trends/explore?q=sophia%20umansky\"\n- \"https://trends.google.com/trends/explore?q=clay%20holmes\"\n- \"https://trends.google.com/trends/explore?q=omega%20block%20weather\"","google_trends":"- \"gta 6\"\n- \"kentucky derby\"\n- \"wwe releases\"\n- \"gregg popovich\"\n- \"kirk floribama shore\"\n- \"john fetterman\"\n- \"dodgers vs braves\"\n- \"prince harry\"\n- \"subway closing stores\"\n- \"man city vs wolves\"\n- \"cubs vs brewers\"\n- \"rays vs yankees\"\n- \"twins vs red sox\"\n- \"devin haney fight\"\n- \"diamondbacks vs phillies\"\n- \"mets vs cardinals\"\n- \"who won the ryan garcia fight\"\n- \"mariners vs rangers\"\n- \"dannielynn birkhead\"\n- \"royals vs orioles\"\n- \"padres vs pirates\"\n- \"astros vs white sox\"\n- \"dallas wings\"\n- \"nationals vs reds\"\n- \"australia election\"\n- \"chicago sky\"\n- \"trump pope\"\n- \"what time is canelo fight\"\n- \"aston villa vs fulham\"\n- \"guardians vs blue jays\"\n- \"banking outages\"\n- \"rockets vs warriors\"\n- \"elizabeth smart\"\n- \"kimi antonelli\"\n- \"jakara jackson\"\n- \"dv lottery 2026 results\"\n- \"disney+\"\n- \"kentucky oaks\"\n- \"riley greene\"\n- \"ill\"\n- \"greiner of shark tank nyt\"\n- \"paris fc\"\n- \"king charles\"\n- \"ruth buzzi death\"\n- \"ashli babbitt\"\n- \"the equalizer\"\n- \"nil\"\n- \"trump veterans day\"\n- \"shell\"\n- \"bobbi althoff\"\n- \"wnba schedule\"\n- \"cheech and chong\"\n- \"joey gallo\"\n- \"tarik skubal\"\n- \"perkins coie\"\n- \"steven adams\"\n- \"theo james\"\n- \"caitlin clark\"\n- \"severe thunderstorm watch\"\n- \"give send go\"\n- \"jeffrey dean\"\n- \"max fried\"\n- \"alexis bellino\"\n- \"zachary nehus\"\n- \"thunderbolts box office\"\n- \"paul goldschmidt\"\n- \"tommy chong\"\n- \"fred kerley\"\n- \"buffalo bandits\"\n- \"connor hellebuyck\"\n- \"naomi osaka\"\n- \"brian kelly\"\n- \"milk\"\n- \"javier báez\"\n- \"arkansas baseball\"\n- \"nyt connections hints\"\n- \"jets vs blues\"\n- \"st louis blues\"\n- \"teofimo lopez fight\"\n- \"anthony rizzo\"\n- \"brad keselowski\"\n- \"severe thunderstorm warning\"\n- \"antonio brown\"\n- \"pittsburgh marathon 2025\"\n- \"spartan college\"\n- \"new zealand\"\n- \"hulk hogan new look\"\n- \"pete crow-armstrong\"\n- \"nirmal kapoor\"\n- \"mets score\"\n- \"indy mini marathon\"\n- \"basketball zero codes\"\n- \"sandman horse\"\n- \"aoc\"\n- \"날씨\"\n- \"houston\"\n- \"aaron judge stats\"\n- \"dillon brooks\"\n- \"aliza sherman\"\n- \"gt vs srh\"\n- \"trump birthday\"\n- \"taskmaster marvel\"\n- \"newark airport\"\n- \"rayo vallecano - getafe\"\n- \"athletics vs marlins\"\n- \"madrid open 2025 schedule\"\n- \"draymond green\"\n- \"sat\"\n- \"travis kelce\"\n- \"gsw\"\n- \"anna kendrick\"\n- \"fire\"\n- \"weather atlanta\"\n- \"la county fair 2025\"\n- \"stephen curry\"\n- \"colman domingo\"\n- \"blake lively\"\n- \"phil simms\"\n- \"bill pullman\"\n- \"germany\"\n- \"anita knutson\"\n- \"boxing fights tonight\"\n- \"triple crown winners\"\n- \"elden ring nightreign\"\n- \"orlando weather\"\n- \"byron nelson tournament\"\n- \"indivisible\"\n- \"sengun\"\n- \"steve kerr\"\n- \"tom homan\"\n- \"quincy wilson\"\n- \"burkina faso\"\n- \"jackie chan\"\n- \"dasha\"\n- \"buddy hield\"\n- \"max scherzer\"\n- \"jen mccabe\"\n- \"fernando tatis jr\"\n- \"spencer torkelson\"\n- \"george ryan\"\n- \"fantastic four\"\n- \"h5n1\"\n- \"ana caldas\"\n- \"reinier de ridder\"\n- \"unc basketball\"\n- \"kerry carpenter\"\n- \"aurora borealis forecast\"\n- \"fatal fury\"\n- \"fanion\"\n- \"black widow\"\n- \"formula 1 miami\"\n- \"gas prices\"\n- \"battlehawks\"\n- \"jose ramirez\"\n- \"amy schumer\"\n- \"amen thompson\"\n- \"nwsl\"\n- \"jon gruden\"\n- \"mc donalds\"\n- \"alianza lima - cienciano\"\n- \"jack draper\"\n- \"chile\"\n- \"xfinity outage\"\n- \"manny pacquiao\"\n- \"patrick schwarzenegger\"\n- \"gervonta davis\"\n- \"jorbit vivas\"\n- \"old national bank\"\n- \"black desert championship\"\n- \"nyt crossword clues today\"\n- \"investments\"\n- \"giants game\"\n- \"joseph czuba\"\n- \"nba youngboy\"\n- \"tesla cybertruck\"\n- \"riley osborne\"\n- \"cathie wood\"\n- \"max kepler\"\n- \"aaron holiday\"\n- \"fsu baseball\"\n- \"meta glasses\"\n- \"texas motor speedway\"\n- \"jensen ackles\"\n- \"the handmaid's tale\"\n- \"keanu reeves\"\n- \"mookie betts\"\n- \"strikeout\"\n- \"steph curry stats\"\n- \"drew barrymore\"\n- \"dallas wings roster\"\n- \"jeff green\"\n- \"drlupo\"\n- \"rosario movie\"\n- \"coachella 2026\"\n- \"hannah berner\"\n- \"anna faris\"\n- \"dalma galfi\"\n- \"netflix streaming movies\"\n- \"jobs report april 2025\"\n- \"personal injury attorney\"\n- \"turki alalshikh\"\n- \"tuomas iisalo\"\n- \"hunter greene\"\n- \"trump budget\"\n- \"omar sy\"\n- \"steve adams\"\n- \"the tv app\"\n- \"grant holmes\"\n- \"gujarat titans vs sunrisers hyderabad match scorecard\"\n- \"casper ruud\"\n- \"tim duncan\"\n- \"kendrick perkins\"\n- \"coachella\"\n- \"tv app\"\n- \"julianne nicholson\"\n- \"el eternauta\"\n- \"alex bregman\"\n- \"mission impossible\"\n- \"porto vs moreirense\"\n- \"rivian\"\n- \"adam thielen\"\n- \"torino vs venezia\"\n- \"kc current vs seattle reign fc\"\n- \"may the 4th be with you\"\n- \"michelle obama\"\n- \"josh groban\"\n- \"roman anthony\"\n- \"jabari smith\"\n- \"aleister black\"\n- \"alan haller msu\"\n- \"cinco de mayo 2025\"\n- \"stream\"\n- \"bow wow\"\n- \"christina parcell\"\n- \"dakota fanning\"\n- \"creed movie\"\n- \"dolly parton\"\n- \"cubs score\"\n- \"adam devine\"\n- \"gwen stefani\"\n- \"paige desorbo\"\n- \"the sentry\"\n- \"thompson twins nba\"\n- \"cubs game today\"\n- \"austin weather\"\n- \"ben affleck\"\n- \"south america\"\n- \"la dodgers\"\n- \"ps5 pro\"\n- \"ian schieffelin\"\n- \"nate burleson\"\n- \"jobs report today\"\n- \"brewers schedule\"\n- \"roger clemens\"\n- \"silver alert\"\n- \"los angeles\"\n- \"harvard\"\n- \"bkfc\"\n- \"cory sandhagen\"\n- \"syracuse lacrosse\"\n- \"brayden schenn\"\n- \"jon hamm\"\n- \"alex warren\"\n- \"luke schenn\"\n- \"dillon gabriel number 2\"\n- \"quinn priester\"\n- \"gary payton ii\"\n- \"oscar de la hoya\"\n- \"happy gilmore 2\"\n- \"nicolas cage\"\n- \"frankie muniz\"\n- \"johnny depp\"\n- \"percy jackson\"\n- \"jason momoa\"\n- \"lizzo\"\n- \"reed sheppard\"\n- \"racing louisville vs houston dash\"\n- \"robby starbuck\"\n- \"nia jax\"\n- \"nicky lopez\"\n- \"james outman\"\n- \"death becomes her\"\n- \"alabama power\"\n- \"ketanji brown jackson\"\n- \"pat spencer\"\n- \"chris flexen\"\n- \"jo koy\"\n- \"nathan walker\"\n- \"dollywood\"\n- \"mariners score\"\n- \"david muir\"\n- \"scarlett johansson\"\n- \"rockets coach\"\n- \"al hrabosky\"\n- \"chevrolet\"\n- \"robert horry\"\n- \"zelina vega\"\n- \"wwe backlash 2025\"\n- \"henry cavill\"\n- \"pittsburgh weather\"\n- \"las vegas sphere\"\n- \"f1 tv\"\n- \"nba lakers\"\n- \"magic johnson\"\n- \"senate epa rule air pollution rollback\"\n- \"rory mcilroy\"\n- \"baltimore weather\"\n- \"juju watkins\"\n- \"baseball games\"\n- \"britney spears\"\n- \"pltr\"\n- \"max verstappen\"\n- \"rust\"\n- \"stl cardinals\"\n- \"sai sudharsan\"\n- \"ghost of yotei\"\n- \"ryan garcia age\"\n- \"jose andres\"\n- \"tristan casas\"\n- \"nashville weather\"\n- \"in n out burger\"\n- \"perry's steakhouse\"\n- \"ryan seacrest\"\n- \"yellowstone national park\"\n- \"mets - cardenales\"\n- \"ayesha curry\"\n- \"westgate mall shooting\"\n- \"tucker barnhart\"\n- \"jasmine crockett\"\n- \"swat\"\n- \"torino fc\"\n- \"palm springs\"\n- \"bill nye\"\n- \"nick cannon\"\n- \"cal stevenson\"\n- \"ben feldman\"\n- \"pretty deadly wwe\"\n- \"keanu carver\"\n- \"emily deschanel\"\n- \"jaire alexander\"\n- \"corey heim\"\n- \"billy gardell\"\n- \"nice vs reims\"\n- \"the miz\"\n- \"chronicle\"\n- \"kerry condon\"\n- \"edwin kneedler\"\n- \"santos escobar\"\n- \"apple tv plus\"\n- \"chelsea michigan\"\n- \"kevin hart\"\n- \"rocket\"\n- \"jesus luzardo\"\n- \"guadalajara - américa\"\n- \"cam fowler\"\n- \"block stock\"\n- \"kaitlan collins\"\n- \"saudi arabia\"\n- \"kraft mac and cheese necklace\"\n- \"greenville sc\"\n- \"georgia amoore\"\n- \"0\"\n- \"new york time\"\n- \"nelson mandela\"\n- \"beyond the gates\"\n- \"nba hoy\"\n- \"jason bateman\"\n- \"james cook\"\n- \"julio rodríguez\"\n- \"jrue holiday\"\n- \"preston lord\"\n- \"내일 날씨\"\n- \"john hamm\"\n- \"lsu baseball schedule\"\n- \"ewan mcgregor\"\n- \"livvy dunne\"\n- \"bailey zimmerman\"\n- \"courtney vandersloot\"\n- \"bryce canyon\"\n- \"eric comrie\"\n- \"giants sf\"\n- \"isaac howard\"\n- \"hannah hidalgo\"\n- \"estonia\"\n- \"malika andrews\"\n- \"ross dwelley\"\n- \"john skipper\"\n- \"samuel l jackson\"\n- \"miley cyrus\"\n- \"keith hernandez\"\n- \"210 freeway accident\"\n- \"lupin\"\n- \"homes for sale\"\n- \"ben brown\"\n- \"james earl jones\"\n- \"johan rojas\"\n- \"hope walz\"\n- \"john elway golf cart\"\n- \"andrew rannells\"\n- \"jb smoove\"\n- \"draftkings\"\n- \"islamabad united vs peshawar zalmi\"\n- \"blaine crim\"\n- \"são paulo vs fortaleza\"\n- \"ps6\"\n- \"nyt strands hints\"\n- \"paul bissonnette\"\n- \"tyler alexander\"\n- \"fort lauderdale air show\"\n- \"waco weather\"\n- \"peru\"\n- \"ghost of yotei collector's edition\"\n- \"star wars movies\"\n- \"jane fonda\"\n- \"misty copeland\"\n- \"dijonai carrington\"\n- \"mike sullivan rangers\"\n- \"mlb the show 25\"\n- \"tpg\"\n- \"willem dafoe\"\n- \"kenneth cole\"\n- \"ventura high school\"\n- \"merrill kelly\"\n- \"kisd\"\n- \"ryan o'hearn\"\n- \"elle duncan\"\n- \"jesse watters\"\n- \"piper niven\"\n- \"economic calendar\"\n- \"martha maccallum\"\n- \"harry potter\"\n- \"columbia university\"\n- \"john tortorella\"\n- \"asts stock\"\n- \"peyton manning\"\n- \"fentanyl\"\n- \"gen x\"\n- \"ahtisa manalo\"\n- \"venice\"\n- \"erika alexander\"\n- \"starbase texas\"\n- \"sec softball standings\"\n- \"pogoń szczecin vs legia warszawa\"\n- \"freddie glenn\"\n- \"josh naylor\"\n- \"virat kohli\"\n- \"ninja foodi recall\"\n- \"six flags great adventure\"\n- \"sophia umansky\"\n- \"clay holmes\"\n- \"omega block weather\"\n"}},{"json":{"reddit_trends":[{"score":5826,"title":"Trump administration asks Supreme Court to allow DOGE into Social Security systems"},{"score":36370,"title":"Tesla Sales Plummet 80.7% in Sweden"},{"score":2786,"title":"Jeff Bezos discloses plan to sell up to $4.8 billion in Amazon stock"}]}}]},"settings":{"executionOrder":"v1"},"versionId":"a5221ab1-b493-4778-ab51-e5135d38f28c","connections":{"If":{"main":[[{"node":"Edit Fields","type":"main","index":0},{"node":"Facebook Filter","type":"main","index":0},{"node":"Set LinkedIn","type":"main","index":0},{"node":"Set 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name: Build an AI Powered Phone Agent 📞🤖 with Retell, Google Calendar and RAG
author_name: Davide
author_username: n3witalia
categories: []
created_at: 2025-04-15T12:55:32.914Z
updated_at: 2025-04-15T12:55:32.914Z
url: https://n8n.io/workflows/3563
scraped_at: 2025-06-19 22:49:23
description:
  This Workflow simulates an AI-powered phone agent with two main functions:

  📅 Appointment Booking – It can schedule appointments directly into Google Calendar.  
  🧠 RAG-based Information Retrieval – It provides answers using a Retrieval-Augmented Generation (RAG) system. For example, it can respond to questions such as store opening hours, return policies, or product details.

  The guide also explains how to purchase a dedicated phone number (with a +1 prefix) and link it to the AI agent. This setup is cost-effective, as it uses a FREE $10 credit to operate without additional charges in the beginning.

  ✨ Advantages

  🕐 24/7 Availability** – The AI agent can answer calls and assist customers at any time.  
  🤖 Automation** – It reduces the workload on human staff by handling repetitive tasks like appointment scheduling and FAQ responses.  
  🔌 Easy Integration** – Built with n8n, it’s flexible and customizable for various platforms and tools.  
  💸 Low-cost Setup** – Using the free credit, businesses can get started without an upfront investment.

  📦 Use Cases

  🛍 E-commerce** – Answer common product questions or order inquiries.  
  🏬 Retail Stores** – Provide store hours, address info, and return policies.  
  🍽 Restaurants** – Take reservations or share menu information.  
  💼 Service Providers** – Book appointments or consultations.  
  📞 Any Local Business** – Offer phone support without needing a live operator.

  How It Works  
  This Workflow simulates an AI-powered phone agent with two primary functions:  

  Appointment Booking  
     The workflow captures call events (e.g., call_ended or call_analyzed) and extracts key details (transcript, caller info, duration, etc.).  
     Using OpenAI, it summarizes the conversation and parses structured data (e.g., names, contact info, dates).  
     For scheduling, it converts user-provided dates into Google Calendar-compatible formats and creates events automatically.  

  RAG-Based Information Retrieval  
     When a query is received (e.g., store hours, product details), the workflow retrieves relevant information from a Qdrant vector store.  
     An AI agent processes the query using the retrieved data and responds via a webhook, ensuring accurate, context-aware answers.   

  Set Up Steps  
  Prepare Qdrant Vector Store  
     Create/refresh a Qdrant collection (via HTTP requests).  
     Upload and vectorize documents (e.g., from Google Drive) using OpenAI embeddings.  

  Configure RetellAI Agent  
     Sign up for RetellAI, create an agent, and set the webhook URLs (n8n_call for call events, n8n_rag_function for RAG queries).  
     Purchase a Twilio phone number and link it to the agent.  

  n8n Workflow Setup  
     Connect OpenAI, Qdrant, Google Calendar, and Telegram nodes with credentials.  
     Customize prompts for summarization, date parsing, and RAG responses.  
     Test the workflow to ensure data flows from call events → processing → actions (e.g., calendar bookings, Telegram alerts).  

  Deploy  
     Trigger the workflow via RetellAI webhooks during calls.  
     Monitor outputs (e.g., call summaries in Telegram, calendar events).  

  Note: Replace placeholders (e.g., QDRANTURL, COLLECTION, CHAT_ID) with actual values. 

  Need help customizing?  
  Contact me for consulting and support or add me on Linkedin. 

nodes_used:
  ["n8n-nodes-base.httpRequest","n8n-nodes-base.telegram","n8n-nodes-base.googleDrive","n8n-nodes-base.googleCalendar","@n8n/n8n-nodes-langchain.agent","@n8n/n8n-nodes-langchain.chainLlm","@n8n/n8n-nodes-langchain.embeddingsOpenAi","@n8n/n8n-nodes-langchain.lmChatOpenAi","@n8n/n8n-nodes-langchain.outputParserStructured","@n8n/n8n-nodes-langchain.textSplitterTokenSplitter","@n8n/n8n-nodes-langchain.documentDefaultDataLoader","@n8n/n8n-nodes-langchain.vectorStoreQdrant","@n8n/n8n-nodes-langchain.toolVectorStore"]

workflow_json:
  {"id":"29P4X9mTSmplnjlJ","meta":{"instanceId":"a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462","templateCredsSetupCompleted":true},"name":"AI Phone Agent with RetellAI","tags":[],"nodes":[{"id":"55ef0229-0c33-4821-926d-9aabf4f6c812","name":"Filter","type":"n8n-nodes-base.filter","position":[-100,120],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"or","conditions":[{"id":"cce162e9-50f7-41dc-ae45-763a53a835af","operator":{"name":"filter.operator.equals","type":"string","operation":"equals"},"leftValue":"={{ $json.body.event }}","rightValue":"call_ended"},{"id":"b0cec556-f565-4ade-90c9-1cfd74ed238b","operator":{"name":"filter.operator.equals","type":"string","operation":"equals"},"leftValue":"={{ $json.body.event }}","rightValue":"call_analyzed"}]}},"typeVersion":2.2},{"id":"1873c991-0ac0-40c4-b027-e48a9f2582c6","name":"OpenAI Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[320,320],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.2},{"id":"d05a7ec8-2b27-474b-b618-f85da8cf0780","name":"Structured Output Parser","type":"@n8n/n8n-nodes-langchain.outputParserStructured","position":[640,300],"parameters":{"schemaType":"manual","inputSchema":"{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"first_name\": {\n\t\t\t\"type\": \"string\",\n            \"description\":\"\"\n\t\t},\n\t\t\"last_name\": {\n\t\t\t\"type\": \"string\",\n            \"description\":\"\"\n\t\t},\n        \"email\": {\n\t\t\t\"type\": \"string\",\n            \"description\":\"\"\n\t\t},\n        \"telephone\": {\n\t\t\t\"type\": \"string\",\n            \"description\":\"\"\n\t\t},\n        \"summary\": {\n\t\t\t\"type\": \"string\",\n            \"description\":\"\"\n\t\t},\n        \"date\": {\n\t\t\t\"type\": \"date\",\n            \"description\":\"\"\n\t\t},\n        \"date\": {\n\t\t\t\"type\": \"date\",\n            \"description\":\"\"\n\t\t},\n        \"dateTime\": {\n\t\t\t\"type\": \"date\",\n            \"description\":\"\"\n        }\n\t}\n}"},"typeVersion":1.2},{"id":"aef9edfc-ff3b-42b6-9839-562a5376135d","name":"n8n_rag_function","type":"n8n-nodes-base.webhook","position":[-360,720],"webhookId":"edb1e894-1210-4902-a34f-a014bbdad8d8","parameters":{"path":"edb1e894-1210-4902-a34f-a014bbdad8d8","options":{},"httpMethod":"POST","responseMode":"responseNode"},"typeVersion":2},{"id":"247567b1-b45c-433f-86f8-43cfe210a532","name":"Retrive Qdrant Vector Store","type":"@n8n/n8n-nodes-langchain.vectorStoreQdrant","position":[20,1140],"parameters":{"options":{},"qdrantCollection":{"__rl":true,"mode":"list","value":"scarperia","cachedResultName":"scarperia"}},"credentials":{"qdrantApi":{"id":"iyQ6MQiVaF3VMBmt","name":"QdrantApi account"}},"typeVersion":1},{"id":"c8153076-8ae2-4b34-893d-ef75233c2a74","name":"Embeddings OpenAI2","type":"@n8n/n8n-nodes-langchain.embeddingsOpenAi","position":[-20,1320],"parameters":{"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.2},{"id":"0acec55e-cb6a-4220-a491-aa29eccc692a","name":"RAG","type":"@n8n/n8n-nodes-langchain.toolVectorStore","position":[180,940],"parameters":{"name":"company_data","description":"Retrive data about company knowledge from vector store"},"typeVersion":1},{"id":"b7a86b9f-1620-4fc7-973f-e6e169e4ecbe","name":"OpenAI Chat Model2","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[-20,940],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.2},{"id":"64354f1c-388d-47b7-be4e-a67a6feeb0ed","name":"Respond to Webhook","type":"n8n-nodes-base.respondToWebhook","position":[620,720],"parameters":{"options":{}},"typeVersion":1.1},{"id":"baa32a03-3295-434a-afca-8f7cadece512","name":"OpenAI Chat Model1","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[340,1160],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.2},{"id":"1d5c9eb2-b468-4dd2-aa77-d33924fdbb41","name":"Telegram","type":"n8n-nodes-base.telegram","position":[820,120],"webhookId":"44d73068-54dc-458b-a6fb-4b4d10ebed34","parameters":{"text":"=Call summary:\n{{ $json.output.summary }}\n\nFirst name: {{ $json.output.first_name }}\nLast name: {{ $json.output.last_name }}\nEmail: {{ $json.output.email }}\nTelephone: {{ $json.output.telephone }}\nSummary: {{ $json.output.summary }}\nDate: {{ $json.output.date }}\nDateTiem: {{ $json.output.dateTime }}","chatId":"CHAT_ID","additionalFields":{}},"credentials":{"telegramApi":{"id":"rQ5q95W7uKesMDx4","name":"Telegram account Fastewb"}},"typeVersion":1.2},{"id":"5ca696a0-b1d2-45f5-93d6-066654a0c2f6","name":"Google Calendar","type":"n8n-nodes-base.googleCalendar","position":[1860,100],"parameters":{"end":"={{ $json.output.end }}","start":"={{ $json.output.start }}","calendar":{"__rl":true,"mode":"list","value":"info@n3w.it","cachedResultName":"info@n3w.it"},"additionalFields":{"summary":"Event title","description":"Event description"}},"credentials":{"googleCalendarOAuth2Api":{"id":"8RFK3u13g2PJEGa9","name":"Google Calendar account"}},"typeVersion":1.3},{"id":"57fedd6a-94a4-4f58-8179-9fd8ae1d0006","name":"OpenAI Chat Model3","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[1340,320],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.2},{"id":"f3f8a781-eb03-4e99-8512-b926249aabba","name":"Structured Output Parser1","type":"@n8n/n8n-nodes-langchain.outputParserStructured","position":[1640,320],"parameters":{"schemaType":"manual","inputSchema":"{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"start\": {\n\t\t\t\"type\": \"string\"\n\t\t},\n\t\t\"end\": {\n\t\t\t\"type\": \"string\"\n\t\t}\n\t}\n}"},"typeVersion":1.2},{"id":"f3c416a2-6b42-43cc-aa66-e7d146c1b325","name":"n8n_call","type":"n8n-nodes-base.webhook","position":[-340,120],"webhookId":"b352dd49-d3b3-4e0a-a781-17137f7199c8","parameters":{"path":"b352dd49-d3b3-4e0a-a781-17137f7199c8","options":{},"httpMethod":"POST"},"typeVersion":2},{"id":"2862b10c-77d7-4555-b9ec-86c9c4b9fe7b","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[1080,-1140],"parameters":{"width":1140,"height":920,"content":"# STEP 3 - RETELL AI\n\n- Register on [Retell AI](https://retellai.com) (10$ FREE credits)\n- Create an Agent an set \"Voice & Language\" and add your system prompt\n- In Webhook settings add the \"Agent Level Webhook URL\" with the n8n webhook node url called \"n8n_call\"\n- Buy a new phone number with your FREE credits by Twilio Provider and connect it to the created agent\n- Enter the previously created agency and create the flow as shown in the following image\n![image](https://i.postimg.cc/brtBkgfH/Retellai-flow.png)\n- Aggiungere 2 funzioni (una per RAG e una per il Booking) e inserire l'url apposito ricavato dai webhook di n8n \"n8n_rag_function\" e \"n8n_check_available\"\n\n"},"typeVersion":1},{"id":"98de797e-56d8-42b4-85a5-245ae7d086db","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-340,-100],"parameters":{"color":5,"width":1220,"content":"# STEP 4\nIntercept the \"end call\" event and get the full call transcript\n- Add your CHAT_ID in Telegram node"},"typeVersion":1},{"id":"ccf11ce4-3bc4-46bd-a71e-12e59d7a2504","name":"n8n_check_available","type":"n8n-nodes-base.webhook","position":[1120,100],"webhookId":"4dcd68b1-91d3-40bc-8aa6-c681126752b2","parameters":{"path":"4dcd68b1-91d3-40bc-8aa6-c681126752b2","options":{},"httpMethod":"POST","responseMode":"lastNode"},"typeVersion":2},{"id":"ddc50779-c0cf-4862-87b9-e187d1ab19a5","name":"When clicking ‘Test workflow’","type":"n8n-nodes-base.manualTrigger","position":[-400,-940],"parameters":{},"typeVersion":1},{"id":"fd6f36d4-c8b3-4643-8df9-a775d94946d9","name":"Qdrant Vector Store","type":"@n8n/n8n-nodes-langchain.vectorStoreQdrant","position":[580,-820],"parameters":{"mode":"insert","options":{},"qdrantCollection":{"__rl":true,"mode":"id","value":"="}},"credentials":{"qdrantApi":{"id":"iyQ6MQiVaF3VMBmt","name":"QdrantApi account"}},"typeVersion":1},{"id":"3c4f9805-57e7-4662-ab12-8bedc5e5a815","name":"Create collection","type":"n8n-nodes-base.httpRequest","position":[-100,-1080],"parameters":{"url":"https://QDRANTURL/collections/COLLECTION","method":"POST","options":{},"jsonBody":"{\n  \"filter\": {}\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth","headerParameters":{"parameters":[{"name":"Content-Type","value":"application/json"}]}},"credentials":{"httpHeaderAuth":{"id":"qhny6r5ql9wwotpn","name":"Qdrant API (Hetzner)"}},"typeVersion":4.2},{"id":"b5fdbd4d-0cc9-4b5c-8aa8-b7fe6fd0f3b4","name":"Refresh collection","type":"n8n-nodes-base.httpRequest","position":[-100,-820],"parameters":{"url":"https://QDRANTURL/collections/COLLECTION/points/delete","method":"POST","options":{},"jsonBody":"{\n  \"filter\": {}\n}","sendBody":true,"sendHeaders":true,"specifyBody":"json","authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth","headerParameters":{"parameters":[{"name":"Content-Type","value":"application/json"}]}},"credentials":{"httpHeaderAuth":{"id":"qhny6r5ql9wwotpn","name":"Qdrant API (Hetzner)"}},"typeVersion":4.2},{"id":"c2f5ded2-adcb-4c50-95e6-94e54a7c2116","name":"Get folder","type":"n8n-nodes-base.googleDrive","position":[120,-820],"parameters":{"filter":{"driveId":{"__rl":true,"mode":"list","value":"My Drive","cachedResultUrl":"https://drive.google.com/drive/my-drive","cachedResultName":"My Drive"},"folderId":{"__rl":true,"mode":"id","value":"=test-whatsapp"}},"options":{},"resource":"fileFolder"},"credentials":{"googleDriveOAuth2Api":{"id":"HEy5EuZkgPZVEa9w","name":"Google Drive account (n3w.it)"}},"typeVersion":3},{"id":"640ede03-46fc-44a3-a9e8-29118036d64f","name":"Download Files","type":"n8n-nodes-base.googleDrive","position":[340,-820],"parameters":{"fileId":{"__rl":true,"mode":"id","value":"={{ $json.id }}"},"options":{"googleFileConversion":{"conversion":{"docsToFormat":"text/plain"}}},"operation":"download"},"credentials":{"googleDriveOAuth2Api":{"id":"HEy5EuZkgPZVEa9w","name":"Google Drive account (n3w.it)"}},"typeVersion":3},{"id":"ff40b36c-3092-43fc-a001-9683b0e33460","name":"Embeddings OpenAI","type":"@n8n/n8n-nodes-langchain.embeddingsOpenAi","position":[560,-620],"parameters":{"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.1},{"id":"cfc6a14a-1445-4d38-8fbb-3dc3c7bfff8b","name":"Default Data Loader","type":"@n8n/n8n-nodes-langchain.documentDefaultDataLoader","position":[740,-620],"parameters":{"options":{},"dataType":"binary"},"typeVersion":1},{"id":"38a49484-82f0-4520-ba03-47edef117cd8","name":"Token Splitter","type":"@n8n/n8n-nodes-langchain.textSplitterTokenSplitter","position":[700,-460],"parameters":{"chunkSize":300,"chunkOverlap":30},"typeVersion":1},{"id":"62726443-9c09-4ee7-becb-789982bc2e9b","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[100,-1140],"parameters":{"color":6,"width":880,"height":220,"content":"# STEP 1\n\n## Create Qdrant Collection\nChange:\n- QDRANTURL\n- COLLECTION"},"typeVersion":1},{"id":"5f52d12f-6bbe-468c-b23f-356e0675b15a","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[-120,-880],"parameters":{"color":4,"width":620,"height":400,"content":"# STEP 2\n\n\n\n\n\n\n\n\n\n\n\n\n## Documents vectorization with Qdrant and Google Drive\nChange:\n- QDRANTURL\n- COLLECTION"},"typeVersion":1},{"id":"08525507-990d-43f3-b2d3-6d73bc2aed84","name":"Set call fields","type":"n8n-nodes-base.set","position":[140,120],"parameters":{"options":{},"assignments":{"assignments":[{"id":"15b079b9-e36d-4c9b-8ca4-30bf858ce75b","name":"Transcript","type":"string","value":"={{ $json.body.call.transcript }}"},{"id":"f1cbced3-bd9c-4d8f-bd81-060406ff27b0","name":"Duration (sec)","type":"string","value":"={{ $('n8n_call').item.json.body.call.call_cost.total_duration_seconds }}"},{"id":"829ee367-1f5e-4d66-9818-8a27344d7e79","name":"From","type":"string","value":"={{ $('n8n_call').item.json.body.call.from_number }}"},{"id":"38e9e856-d87d-4c23-8486-4ebbac2da595","name":"To","type":"string","value":"={{ $('n8n_call').item.json.body.call.to_number }}"},{"id":"4209d6d3-4881-4296-a1db-fff0c14addda","name":"Cost ","type":"string","value":"={{ $('n8n_call').item.json.body.call.call_cost.combined_cost }}"},{"id":"3c871d3b-95b5-493a-b3fe-3c9bf06a0d62","name":"Telephony Identifier","type":"string","value":"={{ $('n8n_call').item.json.body.call.telephony_identifier.twilio_call_sid }}"},{"id":"0a926748-8aff-4dd7-a252-516f3339210a","name":"Disconnection reason","type":"string","value":"={{ $json.body.call.disconnection_reason }}"},{"id":"9c88eafc-4370-47ad-ad98-d14767c137d0","name":"Recording url","type":"string","value":"={{ $json.body.call.recording_url }}"},{"id":"a737a3bd-c871-4273-85b8-8e423bf7c443","name":"Public log url","type":"string","value":"={{ $json.body.call.public_log_url }}"}]}},"typeVersion":3.4},{"id":"db21e42c-ff87-45ad-a228-77ce4c9c6b0c","name":"Extract key points","type":"@n8n/n8n-nodes-langchain.chainLlm","position":[400,120],"parameters":{"text":"=To: {{ $json.To }}\n\nComplete transcript:\n{{ $json.Transcript }} ","messages":{"messageValues":[{"message":"=You are a specialized AI assistant responsible for analyzing complete voice conversation transcripts. Your task is to create concise summaries that extract the essential information from these conversations.\n\nInput: You will receive the complete transcript of a voice conversation between two or more participants.\n\nTask:\n1. Analyze the entire conversation transcript carefully.\n2. Identify and extract the most important key points discussed.\n3. Create a clear, structured summary that captures the essential information.\n4. Highlight any decisions made, action items agreed upon, or critical information shared.\n5. Maintain objectivity in your summary, avoiding interpretation or judgment.\n\nOutput format:\n- Begin with a brief overview of the conversation (1-2 sentences)\n- List the key points in bullet format\n- Include a separate \"Action Items\" section if any tasks or follow-ups were mentioned\n- Keep your summary concise while ensuring all important information is captured\n\nRemember that accuracy is paramount. Focus on extracting what was explicitly stated rather than inferring unstated meanings. If something is unclear in the transcript, note it as such rather than guessing."}]},"promptType":"define","hasOutputParser":true},"typeVersion":1.6},{"id":"0c6c8765-d28f-4398-aa0e-8f65879cc740","name":"Concert start date","type":"@n8n/n8n-nodes-langchain.chainLlm","position":[1420,100],"parameters":{"text":"=Convert this date to a compatible format for Google Calendar APIs for the start date, and for the end date add 1 hour to the start date.\n\nHere is the start date:\n{{ $json.body.args.date }}","promptType":"define","hasOutputParser":true},"typeVersion":1.6},{"id":"0b33c34a-f61c-4aab-8315-600da2da3281","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[1100,-100],"parameters":{"color":5,"width":1100,"content":"# STEP 5\nIf required, create the event in the calendar\n- Enter the title and description of the event"},"typeVersion":1},{"id":"138555e5-b62b-4f59-b223-c73611e5dece","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[-360,520],"parameters":{"color":5,"width":1220,"content":"# STEP 6\nIf required retrive the informations by RAG system"},"typeVersion":1},{"id":"65d998a1-b31b-4463-be9b-0b27448f9026","name":"Retrive Agent","type":"@n8n/n8n-nodes-langchain.agent","position":[60,720],"parameters":{"text":"={{ $json.body.args.query }}","agent":"conversationalAgent","options":{"systemMessage":"You are an AI-powered assistant for an electronics store. Answer in Italian. Your primary goal is to assist customers by providing accurate and helpful information about products, troubleshooting tips, and general support. Use the provided knowledge base (retrieved documents) to answer questions with precision and professionalism.\n\n**Guidelines**:\n1. **Product Information**:\n   - Provide detailed descriptions of products, including specifications, features, and compatibility.\n   - Highlight key selling points and differences between similar products.\n   - Mention availability, pricing, and promotions if applicable.\n\n2. **Technical Support**:\n   - Offer step-by-step troubleshooting guides for common issues.\n   - Suggest solutions for setup, installation, or configuration problems.\n   - If the issue is complex, recommend contacting the store’s support team for further assistance.\n\n3. **Customer Service**:\n   - Respond politely and professionally to all inquiries.\n   - If a question is unclear, ask for clarification to provide the best possible answer.\n   - For order-related questions (e.g., status, returns, or cancellations), guide customers on how to proceed using the store’s systems.\n\n4. **Knowledge Base Usage**:\n   - Always reference the provided knowledge base (retrieved documents) to ensure accuracy.\n   - If the knowledge base does not contain relevant information, inform the customer and suggest alternative resources or actions.\n\n5. **Tone and Style**:\n   - Use a friendly, approachable, and professional tone.\n   - Avoid technical jargon unless the customer demonstrates familiarity with the topic.\n   - Keep responses concise but informative.\n\n**Example Interactions**:\n1. **Product Inquiry**:\n   - Customer: \"What’s the difference between the XYZ Smartwatch and the ABC Smartwatch?\"\n   - AI: \"The XYZ Smartwatch features a longer battery life (up to 7 days) and built-in GPS, while the ABC Smartwatch has a brighter AMOLED display and supports wireless charging. Both are compatible with iOS and Android devices. Would you like more details on either product?\"\n\n2. **Technical Support**:\n   - Customer: \"My wireless router isn’t connecting to the internet.\"\n   - AI: \"Please try the following steps: 1) Restart your router and modem. 2) Ensure all cables are securely connected. 3) Check if the router’s LED indicators show a stable connection. If the issue persists, you may need to reset the router to factory settings. Would you like a detailed guide for resetting your router?\"\n\n3. **Customer Service**:\n   - Customer: \"How do I return a defective product?\"\n   - AI: \"To return a defective product, please visit our Returns Portal on our website and enter your order number. You’ll receive a return label and instructions. If you need further assistance, our support team is available at support@electronicsstore.com.\"\n\n**Limitations**:\n- If the question is outside the scope of the knowledge base or requires human intervention, inform the customer and provide contact details for the appropriate department.\n- Do not provide speculative or unverified information. Always rely on the knowledge base or direct the customer to official resources."},"promptType":"define"},"typeVersion":1.7},{"id":"a98a4ed7-4ebc-4d40-8aaa-70de751bc15f","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[-380,-1600],"parameters":{"color":3,"width":2580,"height":360,"content":"# Create your first AI Phone Agent\n\nBuild, test, deploy, and monitor AI phone agents. Retell is a comprehensive platform for building, testing, deploying, and monitoring reliable AI phone agents.\nConversation flow agent allows you to create multiple nodes to handle different scenarios in the conversation. It provides more fine-grained control over the conversation flow compared to single / multi prompt agent, which unlocks the ability to handle more complex scenarios.\n\nThis Workflow simulates an AI-powered phone agent with two main functions:\n\n📅 Appointment Booking – It can schedule appointments directly into Google Calendar.\n\n🧠 RAG-based Information Retrieval – It provides answers using a Retrieval-Augmented Generation (RAG) system. For example, it can respond to questions such as store opening hours, return policies, or product details.\n\nThe guide also explains how to purchase a dedicated phone number (with a +1 prefix) and link it to the AI agent. This setup is cost-effective, as it uses a free $10 credit to operate without additional charges in the beginning."},"typeVersion":1}],"active":true,"pinData":{},"settings":{"timezone":"Europe/Rome","callerPolicy":"workflowsFromSameOwner","executionOrder":"v1"},"versionId":"d78ac941-900b-49f5-a9a8-158effbd2479","connections":{"RAG":{"ai_tool":[[{"node":"Retrive Agent","type":"ai_tool","index":0}]]},"Filter":{"main":[[{"node":"Set call fields","type":"main","index":0}]]},"n8n_call":{"main":[[{"node":"Filter","type":"main","index":0}]]},"Get folder":{"main":[[{"node":"Download Files","type":"main","index":0}]]},"Retrive Agent":{"main":[[{"node":"Respond to Webhook","type":"main","index":0}]]},"Download Files":{"main":[[{"node":"Qdrant Vector Store","type":"main","index":0}]]},"Token Splitter":{"ai_textSplitter":[[{"node":"Default Data Loader","type":"ai_textSplitter","index":0}]]},"Google Calendar":{"main":[[]]},"Set call fields":{"main":[[{"node":"Extract key points","type":"main","index":0}]]},"n8n_rag_function":{"main":[[{"node":"Retrive Agent","type":"main","index":0}]]},"Embeddings OpenAI":{"ai_embedding":[[{"node":"Qdrant Vector Store","type":"ai_embedding","index":0}]]},"OpenAI Chat Model":{"ai_languageModel":[[{"node":"Extract key points","type":"ai_languageModel","index":0}]]},"Concert start date":{"main":[[{"node":"Google Calendar","type":"main","index":0}]]},"Embeddings OpenAI2":{"ai_embedding":[[{"node":"Retrive Qdrant Vector Store","type":"ai_embedding","index":0}]]},"Extract key points":{"main":[[{"node":"Telegram","type":"main","index":0}]]},"OpenAI Chat Model1":{"ai_languageModel":[[{"node":"RAG","type":"ai_languageModel","index":0}]]},"OpenAI Chat Model2":{"ai_languageModel":[[{"node":"Retrive Agent","type":"ai_languageModel","index":0}]]},"OpenAI Chat Model3":{"ai_languageModel":[[{"node":"Concert start date","type":"ai_languageModel","index":0}]]},"Refresh collection":{"main":[[{"node":"Get folder","type":"main","index":0}]]},"Default Data Loader":{"ai_document":[[{"node":"Qdrant Vector Store","type":"ai_document","index":0}]]},"n8n_check_available":{"main":[[{"node":"Concert start date","type":"main","index":0}]]},"Structured Output Parser":{"ai_outputParser":[[{"node":"Extract key points","type":"ai_outputParser","index":0}]]},"Structured Output Parser1":{"ai_outputParser":[[{"node":"Concert start date","type":"ai_outputParser","index":0}]]},"Retrive Qdrant Vector Store":{"ai_vectorStore":[[{"node":"RAG","type":"ai_vectorStore","index":0}]]},"When clicking ‘Test workflow’":{"main":[[{"node":"Create collection","type":"main","index":0},{"node":"Refresh collection","type":"main","index":0}]]}}}


