Turning public data into products people pay for — real files, real costs, real numbers, and the AI that makes it possible.
Real files, real costs, real numbers — how to turn public data into products people pay for. Join and I’ll send you the Data Arbitrage Starter Pack to begin.
My entire data pipeline runs on a $699 computer under a desk. LaunchAgents, Python scrapers, Supabase, and a self-healing cron system that watches 3.4 million+ distr…
39 pages, a lead pipeline, an admin dashboard, GA4, DNS migration, and three SEO posts — all from a WordPress site that hadn't been touched in two years. Here's exac…
Travis, Harris, Dallas, Bexar, Tarrant, Collin, Fort Bend, El Paso, Galveston, Nueces, Cameron — every parcel, every owner, every value. Total cost: $4. Here's exact…
A foreclosure record with no address is worthless. But when you cross-reference it against a free county appraisal roll, it becomes a lead with a street, a value, an…
12 counties, 12 formats. Tilde delimiters, 9,716-character lines, values stored in cents, multi-file SQL joins, and one county that just handed me a spreadsheet. The…
Every era's power belongs to whoever controls its key resource. Today that resource is data — and most of it is sitting in plain sight, mispriced. Here's the busines…
Public records are public by law. So why does scraping and reselling them feel like a gray area? An operator's honest read on where the real lines are — and how to s…
Most people pay list vendors hundreds a month for a worse version of what the county will hand you for the price of a coffee. Here's the exact email I send — and wha…
A vendor promised 95%. The real number — names tied to a phone I could actually dial — was 64%. That gap is the most expensive misunderstanding in property data. Her…