Templates / Enrich outbound leads in Google Sheets with Firecrawl, Hunter, and GPT-5.6

Enrich outbound leads in Google Sheets with Firecrawl, Hunter, and GPT-5.6

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by Mina Saad ✓ · 0 views · created 2026-10-14 · 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 55 nodes and runs manually, when you click “Execute workflow” (plus 1 other trigger). Along the way it connects Google Sheets, OpenRouter Chat Model, Hunter and Dropcontact and 2 more.

How it runs

Trigger: Manually, when you click “Execute workflow” (plus 1 other trigger).

Table Settings (Edit Fields (Set)): sets 11 fields: batch_size, max_credits_per_run, min_verifier_score…
Read Pending Rows (Google Sheets): uses Google Sheets
Pick Batch (Code): runs custom JavaScript code
Loop Rows (Loop Over Items (Split in Batches)): loops over the items in batches
Summarize Run (Code): runs custom JavaScript code
Check Run Budget (Code): runs custom JavaScript code
Format Run Report (Code): runs custom JavaScript code
Row Needs Work (If): checks a condition and branches into true / false
Email Run Report (Gmail): uses Gmail
Has Website (If): checks a condition and branches into true / false

…plus 37 more steps. See the full node list below.

Services it uses

Google Sheets OpenRouter Chat Model Hunter Dropcontact GmailFirecrawl (community)

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 Scrape Homepage, Scrape About Page, Search Company Domain).

Nodes used (15)

Manual Triggern8n-nodes-base.manualTrigger
Schedule Triggern8n-nodes-base.scheduleTrigger
Edit Fields (Set)n8n-nodes-base.set
Google Sheetsn8n-nodes-base.googleSheets
Coden8n-nodes-base.code
Loop Over Items (Split in Batches)n8n-nodes-base.splitInBatches
Ifn8n-nodes-base.if
Firecrawl@mendable/n8n-nodes-firecrawl.firecrawl
Basic LLM Chain@n8n/n8n-nodes-langchain.chainLlm
OpenRouter Chat Model@n8n/n8n-nodes-langchain.lmChatOpenRouter
Structured Output Parser@n8n/n8n-nodes-langchain.outputParserStructured
Huntern8n-nodes-base.hunter
Dropcontactn8n-nodes-base.dropcontact
Gmailn8n-nodes-base.gmail
No Operation, do nothingn8n-nodes-base.noOp

From the author

Quick overview This workflow runs on a schedule (or manually) to enrich pending leads in Google Sheets by finding a company domain and decision-maker, scraping and researching the website with Firecrawl and OpenRouter, verifying emails via a Hunter and…
Excerpt from Mina Saad's description on n8n.io.

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

Enrich outbound leads in Google Sheets with Firecrawl, Hunter, and GPT-5.6

What this workflow does

How it runs

Services it uses

Before you upgrade to n8n 3.0

Nodes used (15)

From the author

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