Experiment in motion · The Racing Data Machine

Every track is checked three ways before it goes live.

Distance, name match, category — all three have to pass before a venue earns a spot on the map.

What you're looking at

This is the real pipeline that keeps racingnear.me trustworthy. Every candidate — tracks, karting centers, sim venues — is scored and audited before it ever reaches a user. We publish only verified details: website, phone, hours, and real ratings. If a value can't be confirmed, it doesn't ship.

The bar is simple: if a venue doesn't pass the checks, it waits. We don't pad the map with guesses, and we never invent a number. Press play and watch a batch move through the four stages.

🔒 We share the criteria openly — distance, name match, category — because that's the selling point. The specific mechanics and data-source tricks stay internal.

agent at work scoring & publish work in flight