Extract company data from websites with Gemini AI through chat conversation
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 14 nodes and runs when a chat message arrives. Along the way it connects Google Gemini Chat Model and HTTP Request.
How it runs
Trigger: When a chat message arrives.
- Config (Edit Fields (Set)): sets 3 fields: chatInput, targetCompanyFields, language
- AI Agent: runs an AI agent, with model: Google Gemini Chat Model
- ExtractedChatInput (Code): runs custom JavaScript code
- Check URL (If): checks a condition and branches into true / false
- AI Agent: runs an AI agent, with model: Google Gemini Chat Model; 1 tool (Http Request Tool)
- Request User Input (Chat): uses Chat
- ParsedCsv (Code): runs custom JavaScript code
- ChatResponse (Code): runs custom JavaScript code
- Respond to Chat (Chat): uses Chat
- Request Next URL (Chat): uses Chat
Services it uses
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (8)
- Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Code
n8n-nodes-base.code - Chat
@n8n/n8n-nodes-langchain.chat - Edit Fields (Set)
n8n-nodes-base.set - Http Request Tool
n8n-nodes-base.httpRequestTool - AI Agent
@n8n/n8n-nodes-langchain.agent - If
n8n-nodes-base.if
From the author
How it works Please send a corporate website URL via chat. The AI will investigate the company website on your behalf and return the extracted company information. Since this is set up as a conversational workflow, retrying or trying another URL is simple.…