Quick answerHow we know contractors
We studied more than 5,000 home-service contractors across 50 metros and 8 trades in October 2026: their Google Maps rankings, reviews, websites and what ChatGPT (API, with web search) says about them. That research informs what we look at on your site and your Business Profile. It sits alongside eight years of work with a Georgia fence company, whose CEO describes that work below.
One finding: Maps top-three businesses that ChatGPT named had a newest review a median of 4 days old, against 20 for the ones it skipped; ratings were high in both groups. These are associations in our sample, not proof of what causes rankings or recommendations. More from our research