Research e-commerce products with Firecrawl and AI for a full market report
UnknownUnknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 6 nodes and runs when a chat message arrives. Along the way it connects OpenRouter Chat Model and Firecrawl (community).
How it runs
Trigger: When a chat message arrives.
- 🧠 Product Research Agent (AI Agent): runs an AI agent, with model: 🤖 Gemini 2.5 Flash; 2 tools (🔍 Search Marketplaces, 📄 Scrape Product Pages); memory: 🧠 Conversation Memory
Services it uses
Uses Firecrawl. New users get 10% off with our link.
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that @mendable/n8n-nodes-firecrawl is verified or supports 3.0 (used in 🔍 Search Marketplaces, 📄 Scrape Product Pages).
Nodes used (5)
- Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - AI Agent
@n8n/n8n-nodes-langchain.agent - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Firecrawl Tool
@mendable/n8n-nodes-firecrawl.firecrawlTool - OpenRouter Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenRouter
From the author
What this workflow does This AI agent researches any product across e-commerce marketplaces and generates a full market analysis report from a single chat message. Tell it what you're looking for, your budget, and optionally the region — it handles the rest.…