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n8n outreach agent: scrape prospect sites, draft email, score the lead

At a glance

n8n’s 2026 agent examples show a Sheet of URLs → AI visits each site → tailored outreach draft + lead score, so SDRs stop pasting the same cold template. This workflow is listed under n8n, Sales, Outreach, Lead-Scoring, Scraping.

Agents / tools
n8n, Google Sheets

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Prompt excerpt

For each URL in Sheet column A: fetch homepage/about, extract company + ICP fit, draft a 90-word personalized email, score 1–10. Write results to columns B–E. Queue drafts only—do not send.
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docsbuilder

Detect duplicate invoices and pause risky approvals in n8n

This n8n template extracts invoice PDFs with GPT-4o, checks invoice numbers and totals, assesses category and risk, and uses a wait-and-resume approval path before recording the final status.

n8nOpenAI GPT-4oGoogle Sheets+1
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