Case study · B2B lead data

AstraLeads

Finds companies, scores prospects, verifies emails and exports clean lists, with a live dashboard.

Illustration of the interface. Live demo on request.

The problem

Lead data from one source is never enough, and scraping from a server gets its IP blocked. We needed a pipeline that pulls from several sources safely and delivers lists you can trust.

What we built

  • Apollo.io integration and dataset pipelines
  • A local Windows extractor so server IPs stay clean
  • Prospect scoring with AI help
  • Email verification and clean exports
  • A dark-mode dashboard

How it works

Step by step.

Built with

PythonFastAPIApollo.ioOpenRouterReactPostgreSQLWindows desktop
  1. Find

    Companies and people come from Apollo.io, datasets and a local extractor.

  2. Score

    Each prospect is scored for fit, with AI help through OpenRouter.

  3. Verify

    Emails are checked so bounce rates stay low.

  4. Export

    Clean lists go to AstraReach or to a CSV.

Where it stands

Feeds our own outreach and shows how we design around real limits like IP blacklisting.

Free first call

Want something like this?

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