AI visibility report

How AI assistants represent Miami

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 →

Miami official site ↗

894
Questions asked
949
Places identified
Oct 5, 2026
Last checked
Current score 47/100 Average 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 data Updated 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

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
Miami 17%
Tracked U.S. destinations 13%
Confirmed-open rate
Miami 84%
Tracked U.S. destinations 82%
Presence rate
Miami 42%
Tracked U.S. cities 30%

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 States Recommended 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 States Recommended 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 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.
  • 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 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 Crab named in 30 of 45 AI answers
rank #1–#8
KYU named in 23 of 45 AI answers
rank #3–#18
Stubborn Seed named in 23 of 45 AI answers
rank #1–#10
Mandolin Aegean Bistro named in 21 of 45 AI answers
rank #2–#11
COTE Miami named in 19 of 45 AI answers
rank #2–#15

Best Luxury Hotels

43 answers
Faena Hotel Miami Beach named in 34 of 43 AI answers
rank #1–#4
The Setai, Miami Beach named in 33 of 43 AI answers
rank #1–#3
Four Seasons Hotel at The Surf Club named in 27 of 43 AI answers
rank #1–#11
1 Hotel South Beach named in 25 of 43 AI answers
rank #2–#7
The St. Regis Bal Harbour Resort named in 25 of 43 AI answers
rank #3–#10

Must-See Attractions

43 answers
Vizcaya Museum and Gardens named in 34 of 43 AI answers
rank #2–#13
Little Havana named in 33 of 43 AI answers
rank #2–#17
Wynwood Walls named in 32 of 43 AI answers
rank #2–#7
Everglades National Park named in 28 of 43 AI answers
rank #3–#12
Art Deco Historic District named in 23 of 43 AI answers
rank #1–#5

Best Romantic Hotels

43 answers
The Setai, Miami Beach named in 34 of 43 AI answers
rank #1–#4
Faena Hotel Miami Beach named in 32 of 43 AI answers
rank #1–#5
1 Hotel South Beach named in 28 of 43 AI answers
rank #1–#9
The Betsy named in 24 of 43 AI answers
rank #3–#8
Four Seasons Hotel at The Surf Club named in 16 of 43 AI answers
rank #2–#9

Best Attractions for Families

43 answers
Frost Museum of Science named in 34 of 43 AI answers
rank #1–#9
Miami Children's Museum named in 34 of 43 AI answers
rank #1–#18
Zoo Miami named in 34 of 43 AI answers
rank #1–#6
Crandon Park Beach named in 30 of 43 AI answers
rank #2–#11
Jungle Island named in 26 of 43 AI answers
rank #2–#9

Best Budget-Friendly Restaurants

50 answers
La Sandwicherie named in 28 of 50 AI answers
rank #1–#14
Enriqueta's Sandwich Shop named in 26 of 50 AI answers
rank #1–#10
Sanguich de Miami named in 23 of 50 AI answers
rank #1–#10
El Mago de las Fritas named in 18 of 50 AI answers
rank #1–#5
El Palacio de los Jugos named in 15 of 50 AI answers
rank #1–#5
See more categories

Best Local Experiences

59 answers
Little Havana named in 33 of 59 AI answers
rank #1–#8
Sweat Records & Little Haiti Cultural Center named in 27 of 59 AI answers
rank #2–#20
Coconut Grove named in 26 of 59 AI answers
rank #3–#19
Ball & Chain named in 21 of 59 AI answers
rank #3–#24
Oleta River State Park named in 21 of 59 AI answers
rank #5–#20

Best Hidden Gems

47 answers
The Kampong named in 28 of 47 AI answers
rank #1–#11
The Deering Estate named in 24 of 47 AI answers
rank #2–#12
The Barnacle Historic State Park named in 23 of 47 AI answers
rank #1–#8
Ancient Spanish Monastery named in 22 of 47 AI answers
rank #1–#18
Oleta River State Park named in 20 of 47 AI answers
rank #3–#12

Best Fine-Dining Restaurants

46 answers
Stubborn Seed named in 32 of 46 AI answers
rank #2–#8
COTE Miami named in 31 of 46 AI answers
rank #2–#13
The Surf Club Restaurant by Thomas Keller named in 27 of 46 AI answers
rank #2–#11
Ariete named in 24 of 46 AI answers
rank #2–#9
L'Atelier de Joël Robuchon named in 22 of 46 AI answers
rank #1–#10

Best Food Experiences

46 answers
Joe’s Stone Crab named in 33 of 46 AI answers
rank #1–#9
Little Havana named in 17 of 46 AI answers
rank #1–#12
Ventanita Experience at Versailles named in 17 of 46 AI answers
rank #1–#3
Boia De named in 15 of 46 AI answers
rank #3–#14
Versailles Restaurant named in 15 of 46 AI answers
rank #1–#2

Best Local or Traditional Restaurants

46 answers
Joe’s Stone Crab named in 32 of 46 AI answers
rank #1–#13
Garcia’s Seafood Grille & Fish Market named in 23 of 46 AI answers
rank #4–#12
Versailles Restaurant named in 22 of 46 AI answers
rank #1–#2
El Palacio de los Jugos named in 21 of 46 AI answers
rank #2–#8
Sanguich de Miami named in 20 of 46 AI answers
rank #2–#10

Best Historical Attractions

45 answers
Freedom Tower named in 36 of 45 AI answers
rank #1–#8
Vizcaya Museum and Gardens named in 36 of 45 AI answers
rank #1–#3
The Deering Estate named in 27 of 45 AI answers
rank #2–#11
Art Deco Historic District named in 25 of 45 AI answers
rank #1–#12
Miami Circle National Historic Landmark named in 22 of 45 AI answers
rank #1–#10

Best Family Hotels

43 answers
Loews Miami Beach Hotel named in 34 of 43 AI answers
rank #1–#4
Fontainebleau Miami Beach named in 24 of 43 AI answers
rank #1–#5
JW Marriott Miami Turnberry Resort & Spa named in 21 of 43 AI answers
rank #1–#7
The Ritz-Carlton Key Biscayne named in 21 of 43 AI answers
rank #1–#10
The Palms Hotel & Spa named in 19 of 43 AI answers
rank #4–#7

Best Restaurants for Couples

43 answers
Casa Tua named in 29 of 43 AI answers
rank #1–#9
La Mar by Gastón Acurio named in 21 of 43 AI answers
rank #3–#11
Mandolin Aegean Bistro named in 21 of 43 AI answers
rank #1–#10
Amara at Paraiso named in 18 of 43 AI answers
rank #1–#11
Zuma named in 16 of 43 AI answers
rank #1–#11

Best Boutique Hotels

42 answers
The Betsy named in 32 of 42 AI answers
rank #1–#14
Faena Hotel Miami Beach named in 20 of 42 AI answers
rank #1–#7
The Standard Spa named in 17 of 42 AI answers
rank #2–#7
Vagabond Hotel named in 13 of 42 AI answers
rank #1–#11
The Plymouth South Beach named in 12 of 42 AI answers
rank #2–#7

Best Budget Hotels

42 answers
Freehand Miami named in 26 of 42 AI answers
rank #1–#12
Generator Miami named in 14 of 42 AI answers
rank #1–#13
Downtown Miami named in 9 of 42 AI answers
rank #1–#9
Circa 39 Hotel named in 8 of 42 AI answers
rank #2–#4
citizenM Miami Worldcenter or Brickell named in 8 of 42 AI answers
rank #1–#7

Best Day Trips

42 answers
Everglades National Park named in 33 of 42 AI answers
rank #1–#5
Biscayne National Park named in 27 of 42 AI answers
rank #2–#17
Fort Lauderdale named in 26 of 42 AI answers
rank #2–#14
Key Largo and Islamorada named in 26 of 42 AI answers
rank #1–#6
Kermit's Key West Key Lime Shoppe named in 15 of 42 AI answers
rank #1–#9

Best Rainy-Day Attractions

42 answers
Frost Museum of Science named in 33 of 42 AI answers
rank #1–#16
Pérez Art Museum Miami named in 33 of 42 AI answers
rank #1–#3
Aventura Mall named in 21 of 42 AI answers
rank #3–#19
Brickell City Centre named in 19 of 42 AI answers
rank #4–#18
Vizcaya Museum and Gardens named in 18 of 42 AI answers
rank #1–#7

Best Viewpoints

42 answers
South Pointe Park named in 32 of 42 AI answers
rank #1–#7
Skyviews Miami Observation Wheel named in 26 of 42 AI answers
rank #1–#10
Vizcaya Museum and Gardens named in 21 of 42 AI answers
rank #1–#9
Key Biscayne and Bill Baggs Cape Florida State Park named in 20 of 42 AI answers
rank #1–#17
Rickenbacker Causeway named in 17 of 42 AI answers
rank #1–#12

Best Winter Experiences

42 answers
South Beach Wine & Food Festival named in 25 of 42 AI answers
rank #1–#15
Vizcaya Museum and Gardens named in 24 of 42 AI answers
rank #2–#16
Everglades National Park named in 23 of 42 AI answers
rank #1–#13
Little Havana named in 23 of 42 AI answers
rank #4–#11
Art Basel Miami Beach named 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.