In Best Romantic Hotels, if AI recommended all 12 answers evenly, the top 3 would get about 10.3% of mentions; instead The Setai, Faena, and 1 Hotel South Beach capture 36.3%.
Concentration
Best Historical Attractions shows the tightest grip in the attractions group: Vizcaya Museum and Gardens, Freedom Tower, and The Deering Estate take 37% of mentions versus an expected 14.3% if spread evenly.
Concentration
Best Family Hotels is similarly concentrated, with Loews Miami Beach Hotel, JW Marriott Turnberry, and Fontainebleau Miami Beach holding 34.9% of mentions against an expected 8.3%.
Distinctiveness
Best Hidden Gems is the least concentrated category tracked, with the top 3 picks at 15.1% of mentions versus an expected 4%, the smallest gap over baseline of any category.
Generated from this check's dataUpdated Oct 5, 2026
Lead finding
Miami's AI distinctiveness score of 20% is double the network average of 10%, while its 86% confirmed-open rate beats the 80% norm.
Miami's AI-perceived identity centers on budget-friendly, family-friendly water activities, backed by 97% positive sentiment across 485 rated mentions. Its distinctiveness score of 20% doubles the network average of 10%, and a confirmed-open rate of 86% outpaces the 80% network norm, showing strong AI confidence in how the destination is portrayed. However, the leading ThemeGap finding shows art and culture enthusiasts—drawn to art fairs, museums, cultural festivals and heritage neighborhoods—are underrepresented in AI narratives. Supporting themes like Cuban coffee culture, fine dining and nightlife add richness, but the cultural storytelling gap stands out as a clear opportunity.
How AI sees Miami
Across the prompts we've tracked, AI most consistently associates Miami with:
fine dining
budget-friendly
Family-Friendly
seafood
Water Activities
authentic cuisine
Cuban coffee culture
Cuban food
cultural experiences
food experiences
luxury
Miami Spice
nature experiences
How Miami benchmarks
Model agreement
Miami17%
Network average10%
Confirmed-open rate
Miami87%
Network average80%
Distinctiveness
Miami10%
Network average10%
Presence rate
Miami42%
Network average11%
Miami's 10% distinctiveness score compares to the 10% network average, a strong edge over the network average in how distinctly AI assistants describe the destination.
Each metric shows two bars: Miami's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Miami-specific questions
How often Miami comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Oct 5, 2026):
5
Recommended
0
Mentioned
7
Not mentioned
See all questions
Two-Week Must-See Itinerary in the United States — DirectNot mentioned
Two-Week Must-See Itinerary in the United States — ConversationalNot mentioned
Two-Week Must-See Itinerary in the United States — RecommendationNot mentioned
Best Winter Destinations in the United States — DirectRecommendation
Best Winter Destinations in the United States — ConversationalNot mentioned
Best Winter Destinations in the United States — RecommendationRecommendation
Best Foodie Cities in the United States — DirectRecommendation
Best Foodie Cities in the United States — ConversationalRecommendation
Best Foodie Cities in the United States — RecommendationRecommendation
Best Romantic Weekend Destinations in the United States — DirectNot mentioned
Best Romantic Weekend Destinations in the United States — ConversationalNot mentioned
Best Romantic Weekend Destinations in the United States — RecommendationNot mentioned
Where AI might be wrong
Miami Seaquarium
— Best Attractions for FamiliesClosed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and Gemini 3.6 Flash and GPT-4o.
Miami Seaquarium permanently shut down on October 12, 2025.
Sweat Records & Little Haiti Cultural Center27 of 59
rank #2–#20
Coconut Grove26 of 59
rank #3–#19
Ball & Chain21 of 59
rank #3–#24
Oleta River State Park21 of 59
rank #5–#20
Wynwood Walls21 of 59
rank #2–#7
Garcia’s Seafood Grille & Fish Market19 of 59
rank #5–#22
Key Biscayne and Bill Baggs Cape Florida State Park19 of 59
rank #6–#23
Best Hidden Gems
47 answers
The Kampong28 of 47
rank #1–#11
The Deering Estate24 of 47
rank #2–#12
The Barnacle Historic State Park23 of 47
rank #1–#8
Ancient Spanish Monastery22 of 47
rank #1–#18
Oleta River State Park20 of 47
rank #3–#12
Matheson Hammock Park19 of 47
rank #3–#19
Stiltsville19 of 47
rank #1–#17
Coral Castle Museum15 of 47
rank #2–#14
Best Fine-Dining Restaurants
46 answers
Stubborn Seed32 of 46
rank #2–#8
COTE Miami31 of 46
rank #2–#13
The Surf Club Restaurant by Thomas Keller27 of 46
rank #2–#11
Ariete24 of 46
rank #2–#9
L'Atelier de Joël Robuchon22 of 46
rank #1–#10
Zuma21 of 46
rank #1–#11
Boia De15 of 46
rank #2–#11
Le Jardinier14 of 46
rank #1–#11
Best Food Experiences
46 answers
Joe’s Stone Crab33 of 46
rank #1–#9
Little Havana17 of 46
rank #1–#12
Ventanita Experience at Versailles17 of 46
rank #1–#3
Boia De15 of 46
rank #3–#14
Versailles Restaurant15 of 46
rank #1–#2
KYU12 of 46
rank #4–#14
Sanguich de Miami12 of 46
rank #1–#4
Time Out Market12 of 46
rank #4–#14
Best Local or Traditional Restaurants
46 answers
Joe’s Stone Crab32 of 46
rank #1–#13
Garcia’s Seafood Grille & Fish Market23 of 46
rank #4–#12
Versailles Restaurant22 of 46
rank #1–#2
El Palacio de los Jugos21 of 46
rank #2–#8
Sanguich de Miami20 of 46
rank #2–#10
Islas Canarias17 of 46
rank #1–#7
La Carreta17 of 46
rank #2–#5
Ventanita Experience at Versailles14 of 46
rank #1–#2
Best Historical Attractions
45 answers
Freedom Tower36 of 45
rank #1–#8
Vizcaya Museum and Gardens36 of 45
rank #1–#3
The Deering Estate27 of 45
rank #2–#11
Art Deco Historic District25 of 45
rank #1–#12
Miami Circle National Historic Landmark22 of 45
rank #1–#10
Ancient Spanish Monastery21 of 45
rank #3–#10
The Barnacle Historic State Park21 of 45
rank #2–#8
Historic Overtown & The Lyric Theater16 of 45
rank #1–#11
Best Family Hotels
43 answers
Loews Miami Beach Hotel34 of 43
rank #1–#4
Fontainebleau Miami Beach24 of 43
rank #1–#5
JW Marriott Miami Turnberry Resort & Spa21 of 43
rank #1–#7
The Ritz-Carlton Key Biscayne21 of 43
rank #1–#10
The Palms Hotel & Spa19 of 43
rank #4–#7
Acqualina Resort & Residences12 of 43
rank #1–#7
Eden Roc Miami Beach9 of 43
rank #3–#8
1 Hotel South Beach7 of 43
rank #1–#8
Best Restaurants for Couples
43 answers
Casa Tua29 of 43
rank #1–#9
La Mar by Gastón Acurio21 of 43
rank #3–#11
Mandolin Aegean Bistro21 of 43
rank #1–#10
Amara at Paraiso18 of 43
rank #1–#11
Zuma16 of 43
rank #1–#11
The Surf Club Restaurant by Thomas Keller11 of 43
rank #2–#11
Juvia10 of 43
rank #1–#7
The Rusty Pelican10 of 43
rank #2–#10
Best Boutique Hotels
42 answers
The Betsy32 of 42
rank #1–#14
Faena Hotel Miami Beach20 of 42
rank #1–#7
The Standard Spa17 of 42
rank #2–#7
Vagabond Hotel13 of 42
rank #1–#11
The Plymouth South Beach12 of 42
rank #2–#7
Esmé Miami Beach10 of 42
rank #1–#7
Arlo Wynwood9 of 42
rank #2–#12
EAST Miami9 of 42
rank #3–#10
Best Budget Hotels
42 answers
Freehand Miami26 of 42
rank #1–#12
Generator Miami14 of 42
rank #1–#13
Downtown Miami9 of 42
rank #1–#9
Circa 39 Hotel8 of 42
rank #2–#4
citizenM Miami Worldcenter or Brickell8 of 42
rank #1–#7
Little Havana7 of 42
rank #3–#9
Hampton Inn & Suites Miami/Brickell-Downtown6 of 42
rank #3–#9
YVE Hotel Miami6 of 42
rank #1–#4
Best Day Trips
42 answers
Everglades National Park33 of 42
rank #1–#5
Biscayne National Park27 of 42
rank #2–#17
Fort Lauderdale26 of 42
rank #2–#14
Key Largo and Islamorada26 of 42
rank #1–#6
Kermit's Key West Key Lime Shoppe15 of 42
rank #1–#9
Key Biscayne and Bill Baggs Cape Florida State Park12 of 42
rank #1–#10
West Palm Beach12 of 42
rank #5–#9
Naples Pier11 of 42
rank #5–#15
Best Rainy-Day Attractions
42 answers
Frost Museum of Science33 of 42
rank #1–#16
Pérez Art Museum Miami33 of 42
rank #1–#3
Aventura Mall21 of 42
rank #3–#19
Brickell City Centre19 of 42
rank #4–#18
Vizcaya Museum and Gardens18 of 42
rank #1–#7
Miami Children's Museum17 of 42
rank #3–#16
HistoryMiami Museum13 of 42
rank #3–#9
1-800-LUCKY11 of 42
rank #6–#21
Best Viewpoints
42 answers
South Pointe Park32 of 42
rank #1–#7
Skyviews Miami Observation Wheel26 of 42
rank #1–#10
Vizcaya Museum and Gardens21 of 42
rank #1–#9
Key Biscayne and Bill Baggs Cape Florida State Park20 of 42
rank #1–#17
Rickenbacker Causeway17 of 42
rank #1–#12
Brickell Key Park15 of 42
rank #2–#16
Matheson Hammock Park13 of 42
rank #2–#16
1 Hotel South Beach10 of 42
rank #4–#12
Best Winter Experiences
42 answers
South Beach Wine & Food Festival25 of 42
rank #1–#15
Vizcaya Museum and Gardens24 of 42
rank #2–#16
Everglades National Park23 of 42
rank #1–#13
Little Havana23 of 42
rank #4–#11
Art Basel Miami Beach20 of 42
rank #1–#12
Wynwood Walls20 of 42
rank #3–#11
Coconut Grove19 of 42
rank #3–#17
Miami International Boat Show17 of 42
rank #2–#15
Where Perplexity's answers about Miami come from
Perplexity cited miamiandbeaches.com,
Miami's official tourism site, in
90 of 120 answers about Miami
(75%, last 90 days).
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.