Research, audits, and plain-language guides on Google visibility and AI search for local businesses.
3,468 queries. 5 industries. 5 AI platforms. 10 Florida metros. The pattern is the same everywhere: AI recommends local businesses by name, but every platform recommends someone different.
Read more →We ran 627 queries across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews in 10 Florida cities. 1,587 eye care practices were named. Not one appeared on all five platforms.
Read more →We ran 600 queries across Claude, ChatGPT, Gemini, and Perplexity in 10 Florida metros. 95.4% of plumbers appeared on just one platform. Zero made all four.
Read more →We ran 600 real queries across four AI platforms, ten U.S. cities, and five home service trades. 80% of businesses were recommended by only one platform. Here’s the full breakdown.
Read more →We checked 12 HVAC companies serving Mandeville, LA across Google, Yelp, Angi, BBB, and three AI search tools. The companies with the best ratings aren’t always the ones AI recommends.
Read more →AI search tools like ChatGPT don’t work like Google. They don’t rank websites. They recommend businesses. And if they’ve never heard of you, you’re not getting recommended.
Read more →We checked 12 plumbing companies in Metairie, LA across Google, Yelp, Angi, and three AI search tools. The gap between Google visibility and AI visibility is massive.
Read more →We checked 11 yoga and pilates studios across Google, Yelp, ClassPass, and three AI search tools. Most of them are invisible to AI.
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