{"workflow":{"id":13457,"name":"AI Company Research Agent (n8n+Airtable)","views":19,"recentViews":0,"totalViews":19,"createdAt":"2026-02-17T10:43:32.640Z","description":"## Video Introduction\n[![Video Walkthrough](https://vasarmilan-public.s3.us-east-1.amazonaws.com/blog_thumbnails/thumbnail_recidrbznaXlmqFUI.jpg)](https://youtu.be/lQh1fuIrBN8)\n\n#### Want to automate your inbox or need a custom workflow? [📞 Book a Call](https://smoothwork.ai/book-a-call/) | [💬 DM me on Linkedin](https://www.linkedin.com/in/mil%C3%A1n-v%C3%A1s%C3%A1rhelyi-3a9985123/)\n\n---\n\n## What This Workflow Does\n\nThis workflow automatically enriches your Airtable company database with AI-powered research. Whenever a new company is added to your Airtable base, an AI agent searches the web to discover the company's website and generates a concise 1-2 sentence summary of their business activities. The workflow then updates the Airtable record with these findings, eliminating manual research and keeping your data complete and current.\n\n## Key Benefits\n\n- **Automated data enrichment**: No more manual web searches for company information\n- **AI-powered accuracy**: Uses OpenAI with web search capabilities to find reliable, up-to-date information\n- **Structured output**: Returns data in a predictable JSON format for consistent record updates\n- **Real-time processing**: Triggers immediately when new companies are added\n\n## Setup Requirements\n\n**Airtable Configuration:**\n- Your Companies table must have a **Created time** field to trigger the workflow\n- Create an Airtable Personal Access Token at [airtable.com/create/tokens](https://airtable.com/create/tokens) with these scopes: `data.records:read`, `data.records:write`, and `schema.bases:read`\n- Ensure your table has fields for **Website** and **Company Details** (or modify the field mappings accordingly)\n\n**OpenAI Setup:**\n- Register for an OpenAI account and obtain an API key\n- Add your OpenAI credentials in n8n\n\n**Workflow Configuration:**\n- Update the Airtable Trigger node with your base and table URLs\n- Update the Airtable Update node with your specific base and table information\n- Customize the AI prompt if you need different research parameters or output fields\n\nOnce published, the workflow runs automatically whenever a new company is added to your table.","workflow":{"meta":{"instanceId":"c8c9ba5d3eb26ae47a06d24ff164a01c0d73ed4753a74903c2bb609d434a0f6b","templateCredsSetupCompleted":true},"nodes":[{"id":"fbd978ea-7c9c-4a1f-a3b1-e8a61e2d7ced","name":"New Company Trigger","type":"n8n-nodes-base.airtableTrigger","position":[0,0],"parameters":{"baseId":{"__rl":true,"mode":"url","value":"https://airtable.com/appXXXXXXXXXXXXXX/tblXXXXXXXXXXXXXX/viwA8xmWvnROh0JLu"},"tableId":{"__rl":true,"mode":"url","value":"https://airtable.com/appXXXXXXXXXXXXXX/tblXXXXXXXXXXXXXX/viwA8xmWvnROh0JLu"},"pollTimes":{"item":[{"mode":"everyMinute"}]},"triggerField":"Created","authentication":"airtableTokenApi","additionalFields":{}},"credentials":{"airtableTokenApi":{"id":"lkxZWCd27TyEahCT","name":"Airtable Personal Access Token account"}},"typeVersion":1},{"id":"d64c1a43-47e2-49f5-abbe-827d9efffb72","name":"Research Company with AI","type":"@n8n/n8n-nodes-langchain.openAi","position":[208,0],"parameters":{"modelId":{"__rl":true,"mode":"list","value":"gpt-4o","cachedResultName":"GPT-4o"},"options":{"textFormat":{"textOptions":{"type":"json_schema","schema":"{\n  \"type\": \"object\",\n  \"properties\": {\n    \"website\": {\n      \"type\": \"string\"\n    },\n    \"summary\": {\n      \"type\": \"string\"\n    }\n  },\n  \"additionalProperties\": false,\n  \"required\": [\"website\", \"summary\"]\n}"}}},"responses":{"values":[{"content":"=Research the following company: {{ $json.fields.Name }}\n\nRespond with their website, and 1-2 sentence summary of their activities. Look at up to 2-3 sources.\n\nRespond in a JSON format, with keys \"website\" and \"summary\"."}]},"builtInTools":{"webSearch":{"searchContextSize":"medium"}}},"credentials":{"openAiApi":{"id":"IscXryYQZrfSUSkH","name":"OpenAi account"}},"typeVersion":2.1},{"id":"6cf81375-32dc-435e-b1ab-197cdbe28d50","name":"Update Company Record","type":"n8n-nodes-base.airtable","position":[560,0],"parameters":{"base":{"__rl":true,"mode":"list","value":"appXXXXXXXXXXXXXX","cachedResultUrl":"https://airtable.com/appXXXXXXXXXXXXXX","cachedResultName":"Contacts"},"table":{"__rl":true,"mode":"list","value":"tblXXXXXXXXXXXXXX","cachedResultUrl":"https://airtable.com/appXXXXXXXXXXXXXX/tblXXXXXXXXXXXXXX","cachedResultName":"Companies"},"columns":{"value":{"id":"={{ $('New Company Trigger').item.json.id }}","Website":"={{ $json.output[0].content[0].text.website }}","Company Details":"={{ $json.output[0].content[0].text.summary }}"},"schema":[{"id":"id","type":"string","display":true,"removed":false,"readOnly":true,"required":false,"displayName":"id","defaultMatch":true},{"id":"Name","type":"string","display":true,"removed":true,"readOnly":false,"required":false,"displayName":"Name","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Website","type":"string","display":true,"removed":false,"readOnly":false,"required":false,"displayName":"Website","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Company Details","type":"string","display":true,"removed":false,"readOnly":false,"required":false,"displayName":"Company Details","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Contacts","type":"array","display":true,"removed":true,"readOnly":false,"required":false,"displayName":"Contacts","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Created","type":"string","display":true,"removed":true,"readOnly":true,"required":false,"displayName":"Created","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":["id"],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"update"},"credentials":{"airtableTokenApi":{"id":"lkxZWCd27TyEahCT","name":"Airtable Personal Access Token account"}},"typeVersion":2.1},{"id":"doc-note-1771263655469","name":"Workflow Description","type":"n8n-nodes-base.stickyNote","position":[-700,-150],"parameters":{"width":600,"height":869,"content":"## Workflow Overview\n\nThis workflow automatically researches companies and enriches your Airtable database whenever a new company is added. The AI agent searches the web to find the company's website and generates a concise 1-2 sentence summary of their business activities, then updates the Airtable record with these findings.\n\n### First Setup\n\n**Airtable Configuration:**\n- Ensure your Companies table has a **Created time** field (this triggers the workflow)\n- Create an Airtable Personal Access Token at [airtable.com/create/tokens](https://airtable.com/create/tokens)\n- Grant these scopes: `data.records:read`, `data.records:write`, and `schema.bases:read`\n- Add the credential in n8n under the Airtable Personal Access Token API option\n\n**OpenAI Setup:**\n- Register for an OpenAI account and obtain an API key\n- Add your OpenAI credentials in n8n\n\n**Workflow Configuration:**\n- Update the Airtable Trigger node with your own base and table URLs\n- Update the Airtable Update node with your base and table information\n- Ensure your table has fields for **Website** and **Company Details** (or modify the field mappings to match your schema)\n\nOnce published, the workflow runs automatically whenever a new company is added to your table."},"typeVersion":1},{"id":"contact-note-1771263708642","name":"Creator Contact Info","type":"n8n-nodes-base.stickyNote","position":[-700,-610],"parameters":{"color":5,"width":600,"height":440,"content":"# Contact Us:\n## Milan @ SmoothWork - [Book a Free Consulting Call](https://smoothwork.ai/book-a-call/)\n![Milan](https://gravatar.com/avatar/95700d17ba300a9f14c1b8cacf933df7720027b3adda9cbe6183d89142925422?r=pg&d=retro&size=100)\n\n\n### We help businesses eliminate busywork by building compact business tools tailored to your process.\n### Contact us for customizing this, or building similar automations.\n\n📧 hello@smoothwork.ai\n▶️ [Check us on YouTube](https://www.youtube.com/@vasarmilan)\n📞 [Book a Free Consulting Call](https://smoothwork.ai/book-a-call/)\n💼 [Add me on Linkedin](https://www.linkedin.com/in/mil%C3%A1n-v%C3%A1s%C3%A1rhelyi-3a9985123/)\n"},"typeVersion":1},{"id":"video-note-1771324743902","name":"Video Walkthrough","type":"n8n-nodes-base.stickyNote","position":[-90,-610],"parameters":{"width":420,"height":340,"content":"# Video Walkthrough\n[![image.png](https://vasarmilan-public.s3.us-east-1.amazonaws.com/blog_thumbnails/thumbnail_recidrbznaXlmqFUI.jpg)](https://youtu.be/lQh1fuIrBN8)"},"typeVersion":1}],"pinData":{},"connections":{"New Company Trigger":{"main":[[{"node":"Research Company with AI","type":"main","index":0}]]},"Research Company with AI":{"main":[[{"node":"Update Company Record","type":"main","index":0}]]}}},"lastUpdatedBy":29,"workflowInfo":{"nodeCount":6,"nodeTypes":{"n8n-nodes-base.airtable":{"count":1},"n8n-nodes-base.stickyNote":{"count":3},"n8n-nodes-base.airtableTrigger":{"count":1},"@n8n/n8n-nodes-langchain.openAi":{"count":1}}},"status":"published","readyToDemo":null,"user":{"name":"Milan Vasarhelyi - SmoothWork","username":"vasarmilan","bio":"We help you eliminate the busywork by building compact business tools tailored to your processes.\n\n📞: https://smoothwork.ai/book-a-call\n▶️: https://www.youtube.com/@vasarmilan","verified":true,"links":["https://smoothwork.ai"],"avatar":"https://gravatar.com/avatar/95700d17ba300a9f14c1b8cacf933df7720027b3adda9cbe6183d89142925422?r=pg&d=retro&size=200"},"nodes":[{"id":2,"icon":"file:airtable.svg","name":"n8n-nodes-base.airtable","codex":{"data":{"resources":{"generic":[{"url":"https://n8n.io/blog/2021-goals-level-up-your-vocabulary-with-vonage-and-n8n/","icon":"🎯","label":"2021 Goals: Level Up Your Vocabulary With Vonage and n8n"},{"url":"https://n8n.io/blog/2021-the-year-to-automate-the-new-you-with-n8n/","icon":"☀️","label":"2021: The Year to Automate the New You with n8n"},{"url":"https://n8n.io/blog/how-to-build-a-low-code-self-hosted-url-shortener/","icon":"🔗","label":"How to build a low-code, self-hosted URL shortener in 3 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