Templates / Find high-mismatch local business leads with Firecrawl and Groq

Find high-mismatch local business leads with Firecrawl and Groq

Unknown

by Mychel Garzon ✓ · 140 views · created 2026-04-28 · Lead Generation, AI Summarization

Unknown. 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 38 nodes and runs on a schedule (cron 0 9 * * 1). Along the way it connects Groq Chat Model, Slack and Firecrawl (community).

How it runs

Trigger: On a schedule (cron 0 9 * * 1).

  1. Configuration (Edit Fields (Set)): sets 4 fields: location, category, current_month…
  2. Generate Category Signals (Code): runs custom JavaScript code
  3. Basic LLM Chain: sends a prompt to an LLM, with model: Groq Chat Model
  4. Parse Category Signals (Code): runs custom JavaScript code
  5. Discovery Search (Firecrawl): search (map search)
  6. Format Search Context (Code): runs custom JavaScript code
  7. Basic LLM Chain: sends a prompt to an LLM, with model: Groq Chat Model
  8. Parse Business List (Code): runs custom JavaScript code
  9. Fetch Existing Leads (Data table): get
  10. Filter New Leads (Code): runs custom JavaScript code

…plus 24 more steps. See the full node list below.

Services it uses

Groq Chat ModelSlackFirecrawl (community)

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 Discovery Search, Scrape Business Profile, Scrape Website).

Nodes used (12)

From the author

Find businesses with strong reputations but weak digital presence You know the businesses that need your services, but finding them is the hard part. They have 150+ five-star reviews, customers raving about specific services, and zero way to book online. They…

Excerpt from Mychel Garzon's description on n8n.io.

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

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