AI visibility report

How AI assistants represent United States

AI assistants associate the United States with fine dining, regional specialties and unique experiences.

For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe United States, based on 1,081 AI answers, last checked October 8, 2026. How we measure →

United States official site ↗

1,081
Questions asked
2,371
Places identified
Oct 8, 2026
Last checked
Current score 42/100 Average of model agreement and confirmed-open rate — how this score is calculated
50 tracked destinations

across 50 tracked regions in United States

47,734
Questions asked
64,648
Places identified
Oct 14, 2026
Last checked

Latest findings

How United States compares, rolled up

Model agreement
United States 9%
Network average 11%
Confirmed-open rate
United States 78%
Network average 76%

United States's benchmark numbers averaged across its tracked regions, compared to the network average across all tracked destinations.

Each metric shows two bars: the rolled-up average across United States's tracked destinations and the network average for that metric, so you can see how it compares. See how these scores are calculated.

Key takeaways

What this check tells you

Closed places

Apostle Islands Ice Caves, though temporarily closed, is still recommended in 6 answers by three of the four AI assistants; Manresa, permanently closed, is also still recommended.

Top picks

Statue of Liberty and Ellis Island is recommended in 94% of the answers to "Best Historical Attractions" questions about the United States.

Agreement

The AI assistants name the same top pick for 5% of comparable questions about the United States, below the 13% average for tracked U.S. destinations.

Generated from this check's data Updated Oct 8, 2026
Lead finding

Perplexity cites the United States' official site, visittheusa.com, in 5 of 60 sourced answers (8%) in October, ranking 71st of 74 tracked U.S. destinations for official-site citations.

This figure is about the same as the 3% rate recorded in August. Among the 74 tracked U.S. destinations, visittheusa.com's citation rate places it 71st for how often assistants cite destinations' official sites in sourced answers.

Based on the check of October 8, 2026

How AI sees United States

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

  • Fine Dining
  • Regional Specialties
  • Unique Experiences
  • Luxury
  • Natural Wonders
  • local cuisine
  • regional food cultures
  • street food
  • Outdoor Adventure
  • Regional Diversity
  • regional traditions

How United States benchmarks

Model agreement
United States 5%
Tracked U.S. destinations 13%
Confirmed-open rate
United States 82%
Tracked U.S. destinations 82%

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

Where AI might be wrong

  • Dog Sledding — Best Winter Experiences Closed

    Flagged closed by 1 source, still recommended by ChatGPT, Claude, Gemini, and Perplexity.

    Tripadvisor lists Krabloonik Dogsled Rides as "reported permanently closed," and CBS News reported the dog-sledding company was "closing down for good."

    Source

What AI names when travellers ask about United States

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

Best Restaurants

48 answers
Le Bernardin named in 37 of 48 AI answers
rank #1–#16
Alinea named in 35 of 48 AI answers
rank #1–#20
The French Laundry named in 34 of 48 AI answers
rank #1–#19
Eleven Madison Park named in 27 of 48 AI answers
rank #1–#10
Atomix named in 21 of 48 AI answers
rank #1–#11

Best Luxury Hotels

50 answers
The Beverly Hills Hotel named in 36 of 50 AI answers
rank #2–#7
Amangiri named in 31 of 50 AI answers
rank #1–#19
The Little Nell named in 28 of 50 AI answers
rank #2–#22
Aman New York named in 25 of 50 AI answers
rank #1–#6
Post Ranch Inn named in 23 of 50 AI answers
rank #2–#21

Must-See Attractions

52 answers
Grand Canyon named in 47 of 52 AI answers
rank #1–#30
Yellowstone National Park named in 40 of 52 AI answers
rank #2–#29
Las Vegas Strip named in 37 of 52 AI answers
rank #4–#24
Yosemite National Park named in 37 of 52 AI answers
rank #2–#28
Golden Gate Bridge named in 33 of 52 AI answers
rank #5–#20

Best Romantic Hotels

48 answers
Post Ranch Inn named in 42 of 48 AI answers
rank #1–#10
Amangiri named in 30 of 48 AI answers
rank #1–#15
Twin Farms named in 25 of 48 AI answers
rank #1–#12
Auberge du Soleil named in 23 of 48 AI answers
rank #1–#11
Blackberry Farm named in 20 of 48 AI answers
rank #3–#9

Best Attractions for Families

48 answers
San Diego Zoo named in 44 of 48 AI answers
rank #1–#20
Walt Disney World named in 42 of 48 AI answers
rank #1–#2
Yellowstone National Park named in 40 of 48 AI answers
rank #2–#25
Legoland named in 37 of 48 AI answers
rank #2–#8
Universal Studios named in 29 of 48 AI answers
rank #2–#5

Best Budget-Friendly Restaurants

50 answers
In-N-Out Burger named in 30 of 50 AI answers
rank #1–#12
Waffle House named in 17 of 50 AI answers
rank #3–#16
Chipotle Mexican Grill named in 16 of 50 AI answers
rank #1–#7
Portillo's named in 16 of 50 AI answers
rank #2–#12
Five Guys named in 13 of 50 AI answers
rank #2–#5
See more categories

Best Food Experiences

81 answers
Franklin Barbecue named in 50 of 81 AI answers
rank #1–#17
Café du Monde named in 48 of 81 AI answers
rank #1–#23
Commander’s Palace named in 38 of 81 AI answers
rank #1–#21
The French Laundry named in 36 of 81 AI answers
rank #1–#29
Katz's Delicatessen named in 33 of 81 AI answers
rank #3–#30

Best Hidden Gems

80 answers
Bisti/De-Na-Zin Wilderness named in 45 of 80 AI answers
rank #1–#14
Cumberland Island named in 44 of 80 AI answers
rank #1–#15
Apostle Islands National Lakeshore named in 33 of 80 AI answers
rank #1–#15
Great Basin National Park named in 26 of 80 AI answers
rank #1–#14
City Museum named in 25 of 80 AI answers
rank #2–#12

Best Local or Traditional Restaurants

70 answers
Franklin Barbecue named in 38 of 70 AI answers
rank #1–#13
Commander’s Palace named in 35 of 70 AI answers
rank #1–#6
Katz's Delicatessen named in 35 of 70 AI answers
rank #1–#11
Union Oyster House named in 34 of 70 AI answers
rank #1–#15
The Shed named in 30 of 70 AI answers
rank #3–#17

Best Viewpoints

59 answers
Grand Canyon named in 38 of 59 AI answers
rank #1–#5
Yosemite National Park named in 30 of 59 AI answers
rank #1–#9
Empire State Building or Top of the Rock named in 29 of 59 AI answers
rank #1–#17
Acadia National Park named in 27 of 59 AI answers
rank #4–#20
Glacier Point named in 26 of 59 AI answers
rank #1–#10

Best Boutique Hotels

55 answers
Post Ranch Inn named in 27 of 55 AI answers
rank #1–#10
Hotel Emma named in 21 of 55 AI answers
rank #1–#14
Amangiri named in 18 of 55 AI answers
rank #3–#15
The NoMad Hotel named in 17 of 55 AI answers
rank #1–#29
21c Museum Hotel named in 16 of 55 AI answers
rank #3–#14

Best Restaurants for Couples

54 answers
The French Laundry named in 30 of 54 AI answers
rank #1–#17
Commander’s Palace named in 27 of 54 AI answers
rank #3–#15
Alinea named in 26 of 54 AI answers
rank #2–#9
Canlis named in 23 of 54 AI answers
rank #2–#17
The River Cafe named in 22 of 54 AI answers
rank #1–#10

Best Historical Attractions

51 answers
Gettysburg National Military Park named in 48 of 51 AI answers
rank #2–#11
Statue of Liberty and Ellis Island named in 48 of 51 AI answers
rank #1–#23
Mesa Verde National Park named in 39 of 51 AI answers
rank #1–#17
The Alamo named in 38 of 51 AI answers
rank #4–#24
Freedom Trail named in 34 of 51 AI answers
rank #1–#11

Best Fine-Dining Restaurants

50 answers
Le Bernardin named in 44 of 50 AI answers
rank #2–#11
Alinea named in 41 of 50 AI answers
rank #1–#13
The French Laundry named in 40 of 50 AI answers
rank #1–#15
Eleven Madison Park named in 35 of 50 AI answers
rank #1–#9
SingleThread named in 32 of 50 AI answers
rank #2–#16

Best Budget Hotels

49 answers
Motel 6 named in 31 of 49 AI answers
rank #1–#9
Red Roof Inn named in 26 of 49 AI answers
rank #3–#10
Super 8 by Wyndham named in 25 of 49 AI answers
rank #2–#14
Extended Stay America named in 20 of 49 AI answers
rank #1–#12
La Quinta by Wyndham named in 17 of 49 AI answers
rank #1–#6

Best Family Hotels

49 answers
Great Wolf Lodge named in 36 of 49 AI answers
rank #1–#10
The Broadmoor named in 20 of 49 AI answers
rank #3–#10
Universal's Cabana Bay Beach Resort named in 19 of 49 AI answers
rank #1–#12
Hotel del Coronado named in 17 of 49 AI answers
rank #2–#16
Aulani, A Disney Resort & Spa named in 15 of 49 AI answers
rank #1–#13

Best Rainy-Day Attractions

48 answers
Georgia Aquarium named in 25 of 48 AI answers
rank #2–#18
Metropolitan Museum of Art named in 22 of 48 AI answers
rank #1–#9
Chicago named in 20 of 48 AI answers
rank #2–#33
Museum of Science and Industry named in 19 of 48 AI answers
rank #1–#11
Smithsonian Museums named in 19 of 48 AI answers
rank #1–#7

Best Winter Experiences

48 answers
Yellowstone National Park named in 28 of 48 AI answers
rank #1–#20
Dog Sledding named in 25 of 48 AI answers
rank #1–#13
New York City named in 25 of 48 AI answers
rank #2–#18
Aspen named in 24 of 48 AI answers
rank #1–#15
Lake Tahoe named in 23 of 48 AI answers
rank #1–#14

Best Day Trips

46 answers
Santa Barbara named in 30 of 46 AI answers
rank #3–#23
Hudson Valley named in 29 of 46 AI answers
rank #1–#18
Joshua Tree National Park named in 24 of 46 AI answers
rank #4–#24
Philadelphia named in 24 of 46 AI answers
rank #1–#9
Everglades National Park named in 22 of 46 AI answers
rank #6–#28

Best Local Experiences

45 answers
New Orleans named in 17 of 45 AI answers
rank #1–#12
Nashville named in 13 of 45 AI answers
rank #2–#11
Chicago named in 12 of 45 AI answers
rank #4–#15
Portland named in 9 of 45 AI answers
rank #1–#11
San Francisco named in 9 of 45 AI answers
rank #3–#21

Where Perplexity's answers about United States come from

Perplexity cited visittheusa.com, United States's official tourism site, in 5 of 60 answers about United States in the October check (8%), about the same as in August (3%).

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