PricePinner
Level 15 · Backstage
How a round gets made
Before a pin reaches your map, a small backstage crew of scrapers, models and checks has already done a full dress rehearsal.
The pipeline
Real sold listings are gathered from public sources, read by a local language model that extracts the facts, geocoded when coordinates hide, validated against a strict checklist, and only then published to the map. No sold price, no round — the truth is the whole show.
Quality curtain calls
Bad photos, missing areas and suspicious coordinates get cut in rehearsal. When a wrong fact slips through anyway, players report it and the round is pulled — the scoreboard's credibility is the only prop we can't replace.