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I Mined 47,000 Businesses from OpenStreetMap and Scored the Ones That Need a Website: Building an Automated Lead Gen Pipeline

How the osm-vibe-all pipeline parses 13GB of PBF data from four European countries, crawls websites with Puppeteer, scores web presence quality, and identifies businesses ripe for outreach — all from open-source geographic data.

February 15, 2026 13 min read
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