We go deep on one local industry at a time. Two streets are open now; more are being scouted.
Open now
Our first forum. We make sure AI quotes med spas' real prices and tells their story right, instead of leaning on one bad review.
2,721 med spas tracked
8,600+ verified price observations
50 states, plus Canada and Mexico
Visit MedSpa ForumOur second forum. Real prices, honest reviews, and bookings that start with trust between dog owners and local shops.
54 Denver-area salons tracked
12 with verified published prices
Building the first longitudinal price dataset for pet care
Visit BookAGroomerScouting
We do not open a forum until we have done the homework. Here is what is on the scouting map.
Implant and cosmetic pricing is a black box. We are mapping it.
Pet owners ask AI about prices vets rarely publish. We are studying how to get the answers right.
Seasonal, emotional, high stakes. We are scouting how couples use AI to choose vendors.
HVAC, plumbing, electrical. The biggest information gap in local services, and the hardest to verify. We are working on it.
Tell us what AI gets wrong about you. That is where every forum starts: with one true story.
Tell us your story