Dev Tools · 2h ago
n8n agent reads lead's site before writing cold emails, refuses if data insufficient
A developer built an n8n workflow that scrapes a lead's website before generating a cold email, ensuring claims are grounded in real content. The agent outputs a refusal flag when site text is insufficient, preventing fabricated pitches. The system writes drafts to a sheet for human review, not auto-sending.
Meridian48 take
The refusal mechanism is the standout feature, addressing a common AI hallucination problem in sales outreach, but the reliance on homepage scraping may miss deeper context.
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I built an n8n agent that reads a lead's website before writing the cold email — and refuses to write when it can't →
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n8ncold-email-automation