Templates / Monitor competitors' websites for changes with OpenAI and Firecrawl

Monitor competitors' websites for changes with OpenAI and Firecrawl

Needs changes

by Sleak · 12,891 views · created 2025-03-06 · Market Research, AI Summarization

Needs changes. This template uses 1 thing(s) that n8n 3.0 removes: AI Agent v1 (old agent modes). 1 breaking item(s) found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 9 nodes and runs when someone submits an n8n form (“New espionage assignment”). Along the way it connects OpenAI Chat Model and Gmail. It also calls api.openai.com and api.firecrawl.dev over HTTP.

How it runs

Trigger: When someone submits an n8n form (“New espionage assignment”).

  1. convert message to website url & instruction (HTTP Request): calls api.openai.com (POST)
  2. parse results (Code): runs custom JavaScript code
  3. scrape page - (HTTP Request): calls api.firecrawl.dev (POST)
  4. Wait: waits 1 days
  5. scrape page - (HTTP Request): calls api.firecrawl.dev (POST)
  6. send e-mail? (AI Agent): runs an AI agent, with model: OpenAI Chat Model; 1 tool (Gmail)

Services it uses

OpenAI Chat ModelGmail

HTTP calls to: api.openai.com, api.firecrawl.dev

Uses Firecrawl. New users get 10% off with our link.

Before you upgrade to n8n 3.0

1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:

  • AI Agent v1 (old agent modes) in send e-mail? (v1.7): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.

Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).

Removed in 3.0Replace with
AI Agent v1 (old agent modes)
send e-mail? (v1.7)
Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.

Nodes used (7)

From the author

Who is this template for? This workflow template is designed for people seeking alerts when certain specific changes are made to any web page. Leveraging agentic AI, it analyzes the page every day and autonomously decides whether to send you an e-mail…

Excerpt from Sleak's description on n8n.io.

View the original on n8n.io → Check your own copy

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