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County Record Scraping: How CrawlOS Finds 125 Leads Per Night Across 14 Texas Counties

DEV Community·Domonique Luchin·28 days ago
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#python#scraping#automation#deed#county#every
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Every night while I sleep, a Playwright scraper hits 14 Texas county deed record portals and logs 125 qualified leads to my CRM. Here is how CrawlOS works. The Problem With Paid Data Real estate lead services charge $200 to $500 per month for the same public data that county appraisal districts publish for free. I built a scraper instead. The Architecture CrawlOS is a Python + Playwright system running on lb-telecom-01 (my Vultr VPS in Dallas). It hits the public-facing portal for each county, extracts recent deed filings, filters by acquisition criteria, and inserts qualifying records into a Supabase table. The 14 Counties Harris, Fort Bend, Montgomery, Brazoria, Galveston, Chambers, Liberty, Waller, Austin, Colorado, Wharton, Matagorda, Jackson, and Victoria. All Gulf Coast and surrounding markets — the territory I know from six years of O&G structural work in the region. The Filter Logic Not every deed transfer is a lead.…

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