Skip to content
← All work
Automation · AI

Lead engine: research done before anyone picks up the phone

An n8n pipeline: scrape, qualify, enrich, verify, launch campaigns.

n8n pipeline · node outline
  1. Apify Maps
  2. Firecrawl
  3. Claude qualify
  4. Enrich + verify
  5. Instantly

Problem

Outbound only works when the list is right, and researching every business by hand takes hours.

What I built

It runs in self-chaining batches with a hard cap, and Slack posts a start and finish report. It can be triggered from a Slack bot by webhook.

  • A Google Maps scrape (Apify) with de-duplication
  • Website crawl (Firecrawl, including subpages) and Google reviews (Apify)
  • Claude qualification and enrichment, with basic-check gates
  • Waterfall enrichment: company-registry officers, Anymailfinder and EmailListVerify
  • Only verified emails go to Instantly

Result

  • In daily use for my own outbound.
Let's talk

Have something to build?

Tell me what you're building. In 30 minutes you'll get an honest read on scope, stack and timeline.

Book a 30-min call

talha@devscapedigital.com