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Lead GenerationProspecting

Instagram leads extracted and enriched automatically

Target audience data scraped, enriched, and ready for outreach

5,000+
Leads per run
95%
Data accuracy
10hrs
Saved weekly

System Architecture

Instagram leads extracted and enriched automatically system diagram

Before

  • Manually copying profiles one by one
  • No way to filter by engagement or relevance
  • Contact information scattered or missing
  • Hours spent on data entry into CRM
  • Outdated lists losing value quickly

After

  • Thousands of profiles extracted per run
  • Filtered by follower count, engagement, niche
  • Email and contact data enriched automatically
  • Direct import into CRM ready for sequences
  • Scheduled refreshes keep data current

What Was Built

  • Instagram scraping with anti-detection measures
  • Profile filtering by custom criteria
  • Email enrichment via third-party APIs
  • Data cleaning and deduplication
  • CRM integration for direct import
  • Scheduled scraping runs
  • Export in multiple formats

Tech Stack

Python
Playwright
Hunter.io
Airtable

Guardrails & Reliability

  • Rate limiting to avoid bans
  • GDPR-compliant data handling

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