AI Visibility Research for Local Businesses
Original research on how AI platforms recommend local service businesses. State-level studies across industries.
Published Studies
Each study tests hundreds of AI queries across multiple platforms to measure how often local businesses get recommended.
Florida Dental AI Visibility Study
89% of AI queries name a dentist. But almost none appear on more than one platform.
Florida Plumber AI Visibility Study
We tested 600 AI queries. 88% named a plumber. Zero appeared on all four platforms.
Florida Eye Doctor AI Visibility Study
What happens when patients ask AI to find an eye doctor in Florida? We ran 627 queries to find out.
Florida HVAC AI Visibility Study
97% of HVAC companies appeared on just one AI platform. The worst fragmentation we've measured.
Florida Roofing AI Visibility Study
BBB is the #1 citation source for roofers. No other industry depends on it this heavily.
Florida Pest Control AI Visibility Study
Google AI Overviews trigger 69% of the time for pest control. The highest rate of any industry.
Florida Electrician AI Visibility Study
A 34-point gap between Miami and West Palm Beach. The widest city spread of any industry studied.
Florida Landscaper AI Visibility Study
The lowest AI visibility of any industry. 35% of queries returned no recommendation at all.
More studies coming soon
We are expanding our research across Florida industries: plumbers, HVAC, electricians, roofers, and more. Each study follows the same methodology so you can compare across verticals.