AI assistants present Miami through its Cuban coffee culture, Miami spice, Cuban food and seafood.
For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe Miami, based on 894 AI answers, last checked October 5, 2026.
How we measure →
Current score47/100Average of model agreement, confirmed-open rate and presence rate — how this score is calculated
Key takeaways
What this check tells you
Official site
Perplexity cited miamiandbeaches.com, Miami's official site, in 50 of 60 sourced answers in the October check (83%), up from 67% in August, ranking 1st of 74 tracked U.S. destinations for how often their official site is cited.
Generated from this check's dataUpdated Oct 5, 2026
Lead finding
Stiltsville is permanently closed but still recommended in 12 answers by all four AI assistants discussing Miami.
Mandarin Oriental Miami, also permanently closed, appears in 14 answers from all four AI assistants, and Miami Seaquarium, also permanently closed, is recommended in 14 answers by three of the four AI assistants. Like Stiltsville, both continue to surface in AI travel guidance despite no longer operating. All three closures are treated as active recommendations across the answers reviewed.
Based on the check of October 5, 2026
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How AI sees Miami
Across the prompts we've tracked, AI most consistently associates Miami with:
fine dining
Water Activities
seafood
Cuban coffee culture
food experiences
authentic cuisine
Cuban food
cultural experiences
Miami Spice
nature experiences
nightlife
How Miami benchmarks
Model agreement
Miami17%
Tracked U.S. destinations13%
Confirmed-open rate
Miami84%
Tracked U.S. destinations82%
Presence rate
Miami42%
Tracked U.S. cities30%
Each metric shows two bars: Miami'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 Miami
Miami comes up in 2 of 4
U.S.-wide questions, 7th of 23 tracked U.S. cities.
Each question is asked 3 ways to each of the 4 AI assistants, so 12 answers per question.
Best Foodie Cities in the United StatesRecommended in 3 of 12 answers
ChatGPT 2 of 3 · Perplexity 1 of 3 · Claude 0 of 3 · Gemini 0 of 3
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 Winter Destinations in the United StatesRecommended in 3 of 12 answers
ChatGPT 1 of 3 · Claude 1 of 3 · Perplexity 1 of 3 · Gemini 0 of 3
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.
Best Romantic Weekend Destinations in the United StatesNot 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.
Two-Week Must-See Itinerary in the United StatesNot named
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 Miami
The places each assistant names most often, by type of traveller question. Evidence for the findings above, not a travel guide.
Best Restaurants
45 answers
Joe’s Stone Crabnamed in 30 of 45 AI answers
rank #1–#8
KYUnamed in 23 of 45 AI answers
rank #3–#18
Stubborn Seednamed in 23 of 45 AI answers
rank #1–#10
Mandolin Aegean Bistronamed in 21 of 45 AI answers
rank #2–#11
COTE Miaminamed in 19 of 45 AI answers
rank #2–#15
Best Luxury Hotels
43 answers
Faena Hotel Miami Beachnamed in 34 of 43 AI answers
rank #1–#4
The Setai, Miami Beachnamed in 33 of 43 AI answers
rank #1–#3
Four Seasons Hotel at The Surf Clubnamed in 27 of 43 AI answers
rank #1–#11
1 Hotel South Beachnamed in 25 of 43 AI answers
rank #2–#7
The St. Regis Bal Harbour Resortnamed in 25 of 43 AI answers
rank #3–#10
Must-See Attractions
43 answers
Vizcaya Museum and Gardensnamed in 34 of 43 AI answers
rank #2–#13
Little Havananamed in 33 of 43 AI answers
rank #2–#17
Wynwood Wallsnamed in 32 of 43 AI answers
rank #2–#7
Everglades National Parknamed in 28 of 43 AI answers
rank #3–#12
Art Deco Historic Districtnamed in 23 of 43 AI answers
rank #1–#5
Best Romantic Hotels
43 answers
The Setai, Miami Beachnamed in 34 of 43 AI answers
rank #1–#4
Faena Hotel Miami Beachnamed in 32 of 43 AI answers
rank #1–#5
1 Hotel South Beachnamed in 28 of 43 AI answers
rank #1–#9
The Betsynamed in 24 of 43 AI answers
rank #3–#8
Four Seasons Hotel at The Surf Clubnamed in 16 of 43 AI answers
rank #2–#9
Best Attractions for Families
43 answers
Frost Museum of Sciencenamed in 34 of 43 AI answers
rank #1–#9
Miami Children's Museumnamed in 34 of 43 AI answers
rank #1–#18
Zoo Miaminamed in 34 of 43 AI answers
rank #1–#6
Crandon Park Beachnamed in 30 of 43 AI answers
rank #2–#11
Jungle Islandnamed in 26 of 43 AI answers
rank #2–#9
Best Budget-Friendly Restaurants
50 answers
La Sandwicherienamed in 28 of 50 AI answers
rank #1–#14
Enriqueta's Sandwich Shopnamed in 26 of 50 AI answers
rank #1–#10
Sanguich de Miaminamed in 23 of 50 AI answers
rank #1–#10
El Mago de las Fritasnamed in 18 of 50 AI answers
rank #1–#5
El Palacio de los Jugosnamed in 15 of 50 AI answers
rank #1–#5
See more categories
Best Local Experiences
59 answers
Little Havananamed in 33 of 59 AI answers
rank #1–#8
Sweat Records & Little Haiti Cultural Centernamed in 27 of 59 AI answers
rank #2–#20
Coconut Grovenamed in 26 of 59 AI answers
rank #3–#19
Ball & Chainnamed in 21 of 59 AI answers
rank #3–#24
Oleta River State Parknamed in 21 of 59 AI answers
rank #5–#20
Best Hidden Gems
47 answers
The Kampongnamed in 28 of 47 AI answers
rank #1–#11
The Deering Estatenamed in 24 of 47 AI answers
rank #2–#12
The Barnacle Historic State Parknamed in 23 of 47 AI answers
rank #1–#8
Ancient Spanish Monasterynamed in 22 of 47 AI answers
rank #1–#18
Oleta River State Parknamed in 20 of 47 AI answers
rank #3–#12
Best Fine-Dining Restaurants
46 answers
Stubborn Seednamed in 32 of 46 AI answers
rank #2–#8
COTE Miaminamed in 31 of 46 AI answers
rank #2–#13
The Surf Club Restaurant by Thomas Kellernamed in 27 of 46 AI answers
rank #2–#11
Arietenamed in 24 of 46 AI answers
rank #2–#9
L'Atelier de Joël Robuchonnamed in 22 of 46 AI answers
rank #1–#10
Best Food Experiences
46 answers
Joe’s Stone Crabnamed in 33 of 46 AI answers
rank #1–#9
Little Havananamed in 17 of 46 AI answers
rank #1–#12
Ventanita Experience at Versaillesnamed in 17 of 46 AI answers
rank #1–#3
Boia Denamed in 15 of 46 AI answers
rank #3–#14
Versailles Restaurantnamed in 15 of 46 AI answers
rank #1–#2
Best Local or Traditional Restaurants
46 answers
Joe’s Stone Crabnamed in 32 of 46 AI answers
rank #1–#13
Garcia’s Seafood Grille & Fish Marketnamed in 23 of 46 AI answers
rank #4–#12
Versailles Restaurantnamed in 22 of 46 AI answers
rank #1–#2
El Palacio de los Jugosnamed in 21 of 46 AI answers
rank #2–#8
Sanguich de Miaminamed in 20 of 46 AI answers
rank #2–#10
Best Historical Attractions
45 answers
Freedom Towernamed in 36 of 45 AI answers
rank #1–#8
Vizcaya Museum and Gardensnamed in 36 of 45 AI answers
rank #1–#3
The Deering Estatenamed in 27 of 45 AI answers
rank #2–#11
Art Deco Historic Districtnamed in 25 of 45 AI answers
rank #1–#12
Miami Circle National Historic Landmarknamed in 22 of 45 AI answers
rank #1–#10
Best Family Hotels
43 answers
Loews Miami Beach Hotelnamed in 34 of 43 AI answers
rank #1–#4
Fontainebleau Miami Beachnamed in 24 of 43 AI answers
rank #1–#5
JW Marriott Miami Turnberry Resort & Spanamed in 21 of 43 AI answers
rank #1–#7
The Ritz-Carlton Key Biscaynenamed in 21 of 43 AI answers
rank #1–#10
The Palms Hotel & Spanamed in 19 of 43 AI answers
rank #4–#7
Best Restaurants for Couples
43 answers
Casa Tuanamed in 29 of 43 AI answers
rank #1–#9
La Mar by Gastón Acurionamed in 21 of 43 AI answers
rank #3–#11
Mandolin Aegean Bistronamed in 21 of 43 AI answers
rank #1–#10
Amara at Paraisonamed in 18 of 43 AI answers
rank #1–#11
Zumanamed in 16 of 43 AI answers
rank #1–#11
Best Boutique Hotels
42 answers
The Betsynamed in 32 of 42 AI answers
rank #1–#14
Faena Hotel Miami Beachnamed in 20 of 42 AI answers
rank #1–#7
The Standard Spanamed in 17 of 42 AI answers
rank #2–#7
Vagabond Hotelnamed in 13 of 42 AI answers
rank #1–#11
The Plymouth South Beachnamed in 12 of 42 AI answers
rank #2–#7
Best Budget Hotels
42 answers
Freehand Miaminamed in 26 of 42 AI answers
rank #1–#12
Generator Miaminamed in 14 of 42 AI answers
rank #1–#13
Downtown Miaminamed in 9 of 42 AI answers
rank #1–#9
Circa 39 Hotelnamed in 8 of 42 AI answers
rank #2–#4
citizenM Miami Worldcenter or Brickellnamed in 8 of 42 AI answers
rank #1–#7
Best Day Trips
42 answers
Everglades National Parknamed in 33 of 42 AI answers
rank #1–#5
Biscayne National Parknamed in 27 of 42 AI answers
rank #2–#17
Fort Lauderdalenamed in 26 of 42 AI answers
rank #2–#14
Key Largo and Islamoradanamed in 26 of 42 AI answers
rank #1–#6
Kermit's Key West Key Lime Shoppenamed in 15 of 42 AI answers
rank #1–#9
Best Rainy-Day Attractions
42 answers
Frost Museum of Sciencenamed in 33 of 42 AI answers
rank #1–#16
Pérez Art Museum Miaminamed in 33 of 42 AI answers
rank #1–#3
Aventura Mallnamed in 21 of 42 AI answers
rank #3–#19
Brickell City Centrenamed in 19 of 42 AI answers
rank #4–#18
Vizcaya Museum and Gardensnamed in 18 of 42 AI answers
rank #1–#7
Best Viewpoints
42 answers
South Pointe Parknamed in 32 of 42 AI answers
rank #1–#7
Skyviews Miami Observation Wheelnamed in 26 of 42 AI answers
rank #1–#10
Vizcaya Museum and Gardensnamed in 21 of 42 AI answers
rank #1–#9
Key Biscayne and Bill Baggs Cape Florida State Parknamed in 20 of 42 AI answers
rank #1–#17
Rickenbacker Causewaynamed in 17 of 42 AI answers
rank #1–#12
Best Winter Experiences
42 answers
South Beach Wine & Food Festivalnamed in 25 of 42 AI answers
rank #1–#15
Vizcaya Museum and Gardensnamed in 24 of 42 AI answers
rank #2–#16
Everglades National Parknamed in 23 of 42 AI answers
rank #1–#13
Little Havananamed in 23 of 42 AI answers
rank #4–#11
Art Basel Miami Beachnamed in 20 of 42 AI answers
rank #1–#12
Where Perplexity's answers about Miami come from
Perplexity cited miamiandbeaches.com,
Miami's official tourism site, in
50 of 60 answers about Miami
in the October check (83%), up from 67% in August.
The web domains Perplexity's live search pulled most while answering tracked travel questions about
Miami (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet.
See the network-wide ranking.