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Florida AI Visibility Research · Tampa 2026
Tampa AI Visibility Report 2026: How Local Businesses Appear in AI Search
When someone asks ChatGPT, Claude, Gemini or Google for a Tampa business, only a small share of local companies make the answer. We measured that gap across 4,666 Tampa businesses in 18 industries.
The local picture
How visible are Tampa businesses in AI search?
260 of the 4,666 Tampa businesses in our benchmark appeared at least once, a visibility rate of 5.6%. But the overall number only tells part of the story. Visibility changed substantially depending on the industry, the AI platform and the way the buyer asked the question.
This is the part of AI search that is easy to miss. A business can be well known locally and easy to find by name, yet still be absent when a potential customer asks an AI system for options before they know which companies to consider. If the terminology is new, our guide to AI search optimization, AI SEO, GEO and AEO explains how this type of discovery differs from traditional search.
Watch the report
Watch the 2026 Tampa AI Visibility Report summary
The industry picture
Which types of Tampa businesses appeared most often in AI recommendations?
The answer varied dramatically by industry. Among the 18 categories we tested, veterinary practices had the highest visibility rate at 22.1%. Business consultants were at the other end of the range at 1.6%.
Veterinary practices
23 of 104 Tampa practices appeared at least once.
Business consultants
4 of 243 Tampa businesses appeared at least once.
| Industry | Appeared | Businesses | Share that appeared |
|---|---|---|---|
| Home, Property & Construction | |||
| Architecture | 13 | 117 | |
| Commercial Real Estate | 16 | 105 | |
| Electrical | 14 | 100 | |
| Engineering | 12 | 226 | |
| General Contractors | 12 | 516 | |
| HVAC | 18 | 339 | |
| Pest Control | 12 | 65 | |
| Plumbing | 14 | 112 | |
| Roofing | 14 | 210 | |
| Health & Care | |||
| Assisted Living | 10 | 109 | |
| Chiropractors | 21 | 285 | |
| Dentists | 26 | 691 | |
| Veterinary Practices | 23 | 104 | |
| Professional & Business Services | |||
| Business Consultants | 4 | 243 | |
| CPA Firms | 7 | 131 | |
| Insurance | 16 | 653 | |
| Personal Injury Law | 14 | 245 | |
| Staffing & Recruiting | 14 | 415 | |
The percentages above show the share of businesses in each Tampa industry that appeared at least once in the measured AI searches.
Recommendation behavior
Does changing the search question change which Tampa businesses AI recommends?
Yes. The businesses that appeared often changed when the buyer changed the wording of the search. For every industry, we tested a broad search for the best local options, a direct request for a recommendation and a more specific need-based search.
Assisted living recommendations were concentrated
Five businesses accounted for 60% of the recommendation mentions we observed in Tampa assisted living searches, and the same names repeated more often than in most other local industries.
Dental recommendations changed much more often
For dentists, the recommended set shifted substantially as the buyer question changed. A business that appeared for one search was much less likely to keep appearing across the other searches.
For a business, that means one successful result does not necessarily translate into consistent discoverability. The more useful question is whether the company appears across multiple buyer needs, search phrasings and AI platforms.
Google AI Overviews
How often did Google show an AI Overview for Tampa business searches?
An AI Overview appeared in 63.0% of the 54 Tampa Google searches we tested. The likelihood changed considerably depending on how the question was phrased.
Broad “best” search
AI Overview appeared in 9 of 18 searches.
Direct recommendation
AI Overview appeared in 15 of 18 searches.
Specific-need search
AI Overview appeared in 10 of 18 searches.
That matters because a local business cannot appear inside a Google AI Overview when Google does not generate one. For local discovery, visibility depends on both whether the AI feature appears and which businesses make the answer when it does.
What Tampa businesses can take from this
Being easy to find by name is not the same as being discoverable before a buyer knows who to search for.
The Tampa data points to a practical shift in search. Buyers can now ask an AI system for a shortlist before they ever visit a company website or type a business name into Google.
That makes AI visibility a different kind of discoverability problem. Businesses need clear information about who they are, what they do and where they operate, but they also need credible signals across the wider web that support those claims.
If you want the broader framework behind that work, see our guide to what AI search optimization is and how it differs from traditional SEO. If you are looking at the problem for your own company, our AI search optimization and AI visibility services explain how we measure the gap and work to improve it.
Florida AI Visibility Research
Part of a broader look at how Florida businesses are discovered in AI search
Evoke Strategy’s Florida AI Visibility research looks at AI-assisted business discovery from two perspectives: across major industries statewide and within individual local markets. The program examines which businesses appear, how consistently they surface and how recommendation patterns change across platforms and buyer questions.
The Florida AI Visibility research hub is the central home for the program as new studies are published.
Methodology
How was Tampa AI visibility measured?
We tested 18 Tampa industries across ChatGPT, Claude, Gemini and Google AI Overviews. For each industry, we ran three local buyer-style searches: a broad search for the best local options, a direct recommendation request and a more specific need-based search. That produced 12 searches per industry and 216 Tampa searches overall.
The benchmark included 4,666 businesses located in the City of Tampa that met the study’s industry and operating-status rules. When an AI system recommended a business, we matched it back to that frozen local benchmark. Legitimate Tampa businesses that appeared in AI answers but were not in the starting database were tracked separately rather than added after the fact.
How to read the numbers: this research measures appearance in the tested AI recommendations. It is a measure of discoverability, not a judgment about business quality.
Get the full Tampa AI Visibility Report
The report includes the complete local findings, methodology and additional context behind the numbers.
Questions about AI visibility and the Tampa research
What does AI visibility mean for a Tampa business?
AI visibility describes whether a business appears when people use AI systems to research, compare or ask for local recommendations. It looks beyond whether someone can find the company by name and asks whether the company surfaces before the buyer knows which businesses to consider.
What is AI search optimization?
AI search optimization is the work of improving how clearly and consistently a company is understood by AI systems so it has a better chance of appearing in generated answers, citations and recommendations. Read our AI search optimization guide for a fuller explanation of AI SEO, GEO, AEO and AI visibility.
Which AI platforms were included in the Tampa study?
We tested ChatGPT, Claude, Gemini and Google AI Overviews. Each platform was tested independently using the same three buyer-style search types across the 18 Tampa industries.
Why does AI visibility vary so much by industry?
The number of local businesses differs by industry, AI systems return relatively short recommendation lists, and recommendation behavior changes by category and buyer question. In Tampa, that produced a wide spread between categories such as veterinary practices at 22.1% and business consultants at 1.6%.
Where can I see Evoke Strategy’s other Florida AI visibility research?
Visit the Florida AI Visibility research hub for statewide industry research and local-market studies as they are published.
