A plumber in Rescue, CA shouldn't have a profile that calls out San Francisco as their market. During onboarding, the model generating your company overview would sometimes pull toward a nearby major metro instead of the actual city on your Yelp or Google listing — and because the geographic focus flows through to your factsheet, your "what we do" summary, and every generated agent page, one wrong call early on rippled through the whole profile. Geographic focus is now anchored to your listing's own city and state when the model's output doesn't match it.
The onboarding profile-refinement step now correctly attributes its AI usage to the account running it, which matters for read-only accounts where unattributed calls couldn't be properly gated.