AI visibility report

How AI assistants represent Tampa

AI assistants describe Tampa through its food scene, craft beer scene, fine dining, and local cuisine.

For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe Tampa, based on 861 AI answers, last checked October 7, 2026. How we measure →

Tampa official site ↗

861
Questions asked
842
Places identified
Oct 7, 2026
Last checked
Current score 35/100 Average of model agreement, confirmed-open rate and presence rate — how this score is calculated
Key takeaways

What this check tells you

Closed places

Edison: Food+Drink Lab is permanently closed but still recommended in 6 answers by three of the four AI assistants; Big Cat Rescue and Datz are also recommended despite being closed.

Presence

Tampa is not recommended in any of the 4 U.S.-wide AI travel questions that don't name it.

Official site

Perplexity cited visittampabay.com in 20 of 60 sourced answers in the October check (33%), about the same as September's 29%, ranking 56th of 74 tracked U.S. destinations for official site citation frequency.

Generated from this check's data Updated Oct 7, 2026
Lead finding

Columbia Restaurant is recommended in 80% of the answers to "Best Food Experiences" questions about Tampa.

When AI assistants are asked about Tampa's best food experiences, this single restaurant is the name that comes up most consistently. Columbia Restaurant stands out as the clearest answer AI assistants give for that question.

Based on the check of October 7, 2026

How AI sees Tampa

Across the prompts we've tracked, AI most consistently associates Tampa with:

  • Local Experience
  • food scene
  • local cuisine
  • Waterfront
  • fine dining
  • Tampa food scene
  • winter experiences
  • craft beer scene

How Tampa benchmarks

Model agreement
Tampa 15%
Tracked U.S. destinations 13%
Confirmed-open rate
Tampa 92%
Tracked U.S. destinations 82%
Presence rate
Tampa 0%
Tracked U.S. cities 30%

Each metric shows two bars: Tampa's rate and the average it is compared with, so you can see how it compares. See how these scores are calculated.

When travellers don't ask about Tampa

Tampa comes up in 0 of 4 U.S.-wide questions.

Each question is asked 3 ways to each of the 4 AI assistants, so 12 answers per question.

  • Best Foodie Cities in the United States Not named

    AI named instead: Chicago (12 of 12 answers), New Orleans (12 of 12 answers), New York City (12 of 12 answers)

    How we asked

    A question travellers ask without naming a place, in 3 wordings. An answer is one assistant answering one wording.

    • “What are the best foodie cities in the United States?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “I'm planning a food-focused trip to the U.S. Which cities have the best culinary scenes?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “Recommend the top U.S. cities known for their food and restaurant scenes.” Answered by ChatGPT, Claude, Gemini, Perplexity.
  • Best Romantic Weekend Destinations in the United States Not named

    AI named instead: Savannah (10 of 12 answers), Sedona (10 of 12 answers), Charleston (9 of 12 answers)

    How we asked

    A question travellers ask without naming a place, in 3 wordings. An answer is one assistant answering one wording.

    • “What are the best romantic weekend destinations in the United States?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “My partner and I want a romantic U.S. getaway. Where should we go?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “Suggest the most romantic weekend destinations in the United States for couples.” Answered by ChatGPT, Claude, Gemini, Perplexity.
  • Best Winter Destinations in the United States Not named

    AI named instead: Jackson Hole (9 of 12 answers), Lake Tahoe (9 of 12 answers), Park City (7 of 12 answers)

    How we asked

    A question travellers ask without naming a place, in 3 wordings. An answer is one assistant answering one wording.

    • “What are the best winter destinations in the United States?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “I want to experience winter in the U.S. Which destinations are the best for that?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “Recommend the top U.S. destinations to visit in winter.” Answered by ChatGPT, Claude, Gemini, Perplexity.
  • Two-Week Must-See Itinerary in the United States Not named

    AI named instead: New York City (12 of 12 answers), San Francisco (12 of 12 answers), Las Vegas (10 of 12 answers)

    How we asked

    A question travellers ask without naming a place, in 3 wordings. An answer is one assistant answering one wording.

    • “What are the must-see destinations during two weeks in the United States?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “I have two weeks to explore the United States. What destinations should I absolutely visit?” Answered by ChatGPT, Claude, Gemini, Perplexity.
    • “Create a two-week United States itinerary highlighting the top destinations.” Answered by ChatGPT, Claude, Gemini, Perplexity.

What AI names when travellers ask about Tampa

The places each assistant names most often, by type of traveller question. Evidence for the findings above, not a travel guide.

Best Restaurants

43 answers
Bern's Steak House named in 34 of 43 AI answers
rank #1–#7
Columbia Restaurant named in 32 of 43 AI answers
rank #1–#11
Ulele named in 31 of 43 AI answers
rank #2–#10
Rooster & the Till named in 24 of 43 AI answers
rank #3–#12
Rocca named in 17 of 43 AI answers
rank #1–#6

Best Luxury Hotels

42 answers
JW Marriott Tampa Water Street named in 32 of 42 AI answers
rank #1–#7
The Tampa EDITION named in 31 of 42 AI answers
rank #1–#3
Epicurean Hotel named in 27 of 42 AI answers
rank #2–#6
Grand Hyatt Tampa Bay named in 22 of 42 AI answers
rank #2–#6
Le Méridien Tampa Downtown named in 13 of 42 AI answers
rank #2–#7

Must-See Attractions

42 answers
Ybor City named in 33 of 42 AI answers
rank #1–#10
Florida Aquarium named in 32 of 42 AI answers
rank #2–#8
Tampa Riverwalk named in 32 of 42 AI answers
rank #1–#10
Busch Gardens named in 31 of 42 AI answers
rank #1–#7
Tampa Bay History Center named in 24 of 42 AI answers
rank #5–#9

Best Romantic Hotels

42 answers
Epicurean Hotel named in 32 of 42 AI answers
rank #1–#6
The Tampa EDITION named in 24 of 42 AI answers
rank #1–#6
Grand Hyatt Tampa Bay named in 22 of 42 AI answers
rank #2–#7
JW Marriott Tampa Water Street named in 18 of 42 AI answers
rank #1–#9
Le Méridien Tampa Downtown named in 16 of 42 AI answers
rank #2–#7

Best Attractions for Families

42 answers
Busch Gardens named in 33 of 42 AI answers
rank #1–#6
Florida Aquarium named in 33 of 42 AI answers
rank #2–#4
Glazer Children's Museum named in 33 of 42 AI answers
rank #1–#7
Tampa Riverwalk named in 32 of 42 AI answers
rank #4–#11
ZooTampa named in 32 of 42 AI answers
rank #1–#9

Best Budget-Friendly Restaurants

45 answers
The Taco Bus named in 25 of 45 AI answers
rank #1–#7
La Teresita named in 22 of 45 AI answers
rank #1–#2
Brocato's Sandwich Shop named in 20 of 45 AI answers
rank #1–#8
Datz named in 15 of 45 AI answers
rank #2–#11
West Tampa Sandwich Shop named in 15 of 45 AI answers
rank #1–#10
See more categories

Best Hidden Gems

46 answers
Lettuce Lake Regional Park named in 34 of 46 AI answers
rank #1–#7
Wat Mongkolratanaram named in 26 of 46 AI answers
rank #1–#12
Henry B. Plant Museum named in 19 of 46 AI answers
rank #2–#9
Ybor City named in 18 of 46 AI answers
rank #1–#10
Seminole Heights named in 17 of 46 AI answers
rank #1–#14

Best Day Trips

45 answers
Sarasota and The Ringling Museum named in 28 of 45 AI answers
rank #2–#14
Crystal River named in 26 of 45 AI answers
rank #1–#11
Clearwater Beach named in 25 of 45 AI answers
rank #1–#8
Weeki Wachee Springs State Park named in 25 of 45 AI answers
rank #2–#16
St. Petersburg named in 24 of 45 AI answers
rank #1–#11

Best Food Experiences

45 answers
Columbia Restaurant named in 36 of 45 AI answers
rank #1–#5
La Segunda Central Bakery named in 33 of 45 AI answers
rank #1–#10
Armature Works named in 29 of 45 AI answers
rank #3–#15
Bern's Steak House named in 25 of 45 AI answers
rank #1–#9
Ulele named in 22 of 45 AI answers
rank #3–#10

Best Local Experiences

44 answers
Ybor City named in 31 of 44 AI answers
rank #1–#13
Bayshore Boulevard named in 24 of 44 AI answers
rank #2–#19
Columbia Restaurant named in 24 of 44 AI answers
rank #1–#8
Seminole Heights named in 24 of 44 AI answers
rank #1–#20
Tampa Riverwalk named in 24 of 44 AI answers
rank #1–#18

Best Local or Traditional Restaurants

44 answers
Columbia Restaurant named in 35 of 44 AI answers
rank #1–#6
La Segunda Central Bakery named in 24 of 44 AI answers
rank #1–#11
Ulele named in 24 of 44 AI answers
rank #2–#9
La Teresita named in 22 of 44 AI answers
rank #2–#8
Brocato's Sandwich Shop named in 20 of 44 AI answers
rank #2–#5

Best Boutique Hotels

43 answers
Epicurean Hotel named in 33 of 43 AI answers
rank #1–#6
Hotel Haya named in 28 of 43 AI answers
rank #1–#5
Le Méridien Tampa Downtown named in 26 of 43 AI answers
rank #1–#5
The Tampa EDITION named in 13 of 43 AI answers
rank #1–#6
The Current Hotel named in 12 of 43 AI answers
rank #2–#7

Best Historical Attractions

43 answers
Ybor City named in 34 of 43 AI answers
rank #1–#13
Tampa Theatre named in 29 of 43 AI answers
rank #1–#11
Henry B. Plant Museum named in 25 of 43 AI answers
rank #1–#6
Tampa Bay History Center named in 25 of 43 AI answers
rank #2–#12
Fort Brooke named in 17 of 43 AI answers
rank #3–#8

Best Restaurants for Couples

43 answers
Bern's Steak House named in 32 of 43 AI answers
rank #1–#5
Ulele named in 24 of 43 AI answers
rank #2–#11
Oystercatchers named in 21 of 43 AI answers
rank #2–#9
Mise en Place named in 15 of 43 AI answers
rank #2–#8
Columbia Restaurant named in 13 of 43 AI answers
rank #2–#10

Best Budget Hotels

42 answers
Busch Gardens named in 17 of 42 AI answers
rank #2–#7
Red Roof Inn Tampa Fairgrounds-Casino named in 17 of 42 AI answers
rank #2–#7
Motel 6 named in 16 of 42 AI answers
rank #1–#8
Ybor City named in 14 of 42 AI answers
rank #1–#7
Extended Stay America – Tampa Airport named in 13 of 42 AI answers
rank #1–#11

Best Family Hotels

42 answers
Grand Hyatt Tampa Bay named in 26 of 42 AI answers
rank #1–#11
JW Marriott Tampa Water Street named in 25 of 42 AI answers
rank #1–#6
Busch Gardens named in 21 of 42 AI answers
rank #1–#10
Embassy Suites by Hilton Tampa Downtown named in 19 of 42 AI answers
rank #2–#7
Saddlebrook Resort named in 13 of 42 AI answers
rank #1–#7

Best Fine-Dining Restaurants

42 answers
Bern's Steak House named in 33 of 42 AI answers
rank #1–#6
Rocca named in 25 of 42 AI answers
rank #1–#7
Mise en Place named in 15 of 42 AI answers
rank #3–#10
Rooster & the Till named in 15 of 42 AI answers
rank #3–#11
Ocean Prime named in 14 of 42 AI answers
rank #2–#8

Best Rainy-Day Attractions

42 answers
Florida Aquarium named in 33 of 42 AI answers
rank #1–#5
Tampa Museum of Art named in 31 of 42 AI answers
rank #1–#7
Glazer Children's Museum named in 27 of 42 AI answers
rank #2–#9
Tampa Bay History Center named in 27 of 42 AI answers
rank #2–#7
International Plaza and Bay Street named in 20 of 42 AI answers
rank #4–#18

Best Viewpoints

42 answers
Bayshore Boulevard named in 29 of 42 AI answers
rank #1–#8
Tampa Riverwalk named in 29 of 42 AI answers
rank #1–#8
Ballast Point Park named in 26 of 42 AI answers
rank #1–#9
Armature Works named in 22 of 42 AI answers
rank #2–#9
Davis Islands Point named in 16 of 42 AI answers
rank #2–#10

Best Winter Experiences

42 answers
Busch Gardens named in 31 of 42 AI answers
rank #1–#11
Tampa Riverwalk named in 25 of 42 AI answers
rank #1–#8
Ybor City named in 22 of 42 AI answers
rank #2–#10
Gasparilla Festival named in 18 of 42 AI answers
rank #2–#11
TECO Manatee Viewing Center named in 18 of 42 AI answers
rank #1–#10

Where Perplexity's answers about Tampa come from

Perplexity cited visittampabay.com, Tampa's official tourism site, in 20 of 60 answers about Tampa in the October check (33%), about the same as in September (29%).

The web domains Perplexity's live search pulled most while answering tracked travel questions about Tampa (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet. See the network-wide ranking.