BBB is the #1 citation source for roofers. No other industry depends on it this heavily.
Last updated: April 2026
1,981
Businesses Analyzed
5
AI Platforms Tested
10
Florida Metros
745
AI Queries Tested
745
AI queries tested
Across 5 roofing specialties: roofer, roof repair, roof replacement, storm damage roofer, commercial roofer
10
Florida metro areas
Miami, Tampa, Orlando, Jacksonville, Ft. Lauderdale, West Palm Beach, Naples, Sarasota, Tallahassee, St. Pete
5
AI platforms tested
Claude, ChatGPT, Gemini, Perplexity, Google AI Overviews
15
Queries per city/specialty
3 query types per specialty across 5 platforms: best in city, need a provider, top rated with reviews
Executive summary from the full report. No email required.
How often each AI platform named specific local dental practices (A-response rate).
149/149 queries returned local practice names
149/149 queries returned local practice names
146/148 queries returned local practice names
83/149 queries returned local practice names
21/150 queries returned local practice names
The bottom line
Every AI platform recommends completely different roofers. 97.2% of businesses only appear on a single platform, the worst fragmentation of any industry we've studied. BBB matters more for roofing than any other trade. And storm damage searches are where Google AI Overviews actually shows up.
Valero, A. (April 2026). Florida Roofing AI Visibility Study. Local Vitals. getlocalvitals.com/research/florida-roofing-ai-visibility
This research is published under CC BY-NC 4.0. You may cite and reference this data with attribution.
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745 queries were run across Claude (with web search), ChatGPT (GPT-4o with search), Gemini, Perplexity, and Google AI Overviews during April 2026. Queries covered 10 Florida metro areas and 5 roofing specialties. Every response was coded by type (local business named, general advice, franchise only, platform referral, or not triggered). No sponsored placements or paid tools were used. Full methodology is included in the report.
Questions about the data or methodology: hello@getlocalvitals.com