AI visibility report

How AI assistants represent New York

AI assistants present New York through its local specialties, farm-to-Table dining, historic sites and local experience themes.

For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe New York, based on 926 AI answers, last checked October 12, 2026. How we measure →

New York official site ↗

926
Questions asked
1,591
Places identified
Oct 12, 2026
Last checked
Current score 39/100 Average of model agreement and confirmed-open rate — how this score is calculated
1 tracked destination

across 1 tracked cities in New York

954
Questions asked
1,258
Places identified
Oct 3, 2026
Last checked

Latest findings

How New York compares, rolled up

Model agreement
New York 18%
Network average 11%
Confirmed-open rate
New York 78%
Network average 76%
Presence rate
New York 92%
Tracked U.S. cities 31%

New York's benchmark numbers averaged across its tracked cities, compared to the network average across all tracked destinations.

Each metric shows two bars: the rolled-up average across New York'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

Absolute Bagels is permanently closed but is still recommended in 5 answers by two of the four AI assistants.

Top picks

Le Bernardin is recommended in 80% of the answers to the "Best Fine-Dining Restaurants" question about New York.

Agreement

The AI assistants name the same top pick for 2% of comparable questions about New York, below the 11% average for tracked U.S. destinations.

Generated from this check's data Updated Oct 12, 2026
How AI describes New York

AI assistants most often associate New York with local specialties, farm-to-Table dining and historic sites.

These three themes run through the specific recommendations AI assistants give for New York, from mentions of local specialties to farm-to-Table dining spots and historic sites across the city. They appear together across multiple types of questions asked about New York, rather than being tied to a single category of query.

Based on the check of October 12, 2026

How AI sees New York

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

  • local specialties
  • Farm-to-Table
  • historic
  • unique experiences
  • local experience
  • Art and Nature
  • winter activities
  • winter experiences

How New York benchmarks

Model agreement
New York 2%
Tracked U.S. destinations 11%
Confirmed-open rate
New York 77%
Tracked U.S. destinations 80%

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

What AI names when travellers ask about New York

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

Best Restaurants

42 answers
Le Bernardin named in 29 of 42 AI answers
rank #1–#9
Katz's Delicatessen named in 22 of 42 AI answers
rank #1–#14
Eleven Madison Park named in 19 of 42 AI answers
rank #1–#8
Peter Luger named in 17 of 42 AI answers
rank #2–#9
Per Se named in 16 of 42 AI answers
rank #3–#6

Best Luxury Hotels

42 answers
The St. Regis New York named in 28 of 42 AI answers
rank #2–#8
Four Seasons Hotel New York Downtown named in 23 of 42 AI answers
rank #3–#9
Baccarat Hotel named in 22 of 42 AI answers
rank #2–#10
The Carlyle, A Rosewood Hotel named in 22 of 42 AI answers
rank #2–#9
Aman New York named in 21 of 42 AI answers
rank #1–#4

Must-See Attractions

43 answers
Statue of Liberty & Ellis Island named in 34 of 43 AI answers
rank #1–#8
Central Park named in 33 of 43 AI answers
rank #1–#9
Times Square named in 31 of 43 AI answers
rank #2–#12
Empire State Building named in 30 of 43 AI answers
rank #2–#11
Metropolitan Museum of Art named in 30 of 43 AI answers
rank #3–#9

Best Romantic Hotels

45 answers
The Greenwich Hotel named in 29 of 45 AI answers
rank #1–#10
The Carlyle, A Rosewood Hotel named in 20 of 45 AI answers
rank #1–#11
The Bowery Hotel named in 19 of 45 AI answers
rank #3–#14
Brooklyn Bridge named in 16 of 45 AI answers
rank #3–#10
The Ludlow Hotel named in 14 of 45 AI answers
rank #2–#10

Best Attractions for Families

42 answers
Central Park named in 31 of 42 AI answers
rank #1–#10
The American Museum of Natural History named in 31 of 42 AI answers
rank #1–#13
Bronx Zoo named in 27 of 42 AI answers
rank #1–#14
Children’s Museum of Manhattan named in 22 of 42 AI answers
rank #2–#10
Intrepid Sea, Air & Space Museum named in 18 of 42 AI answers
rank #2–#11

Best Budget-Friendly Restaurants

73 answers
Los Tacos No. 1 named in 56 of 73 AI answers
rank #1–#9
Xi’an Famous Foods named in 51 of 73 AI answers
rank #1–#11
Mamoun’s Falafel named in 50 of 73 AI answers
rank #1–#16
Shu Jiao Fu Zhou named in 38 of 73 AI answers
rank #1–#5
Joe's Pizza named in 37 of 73 AI answers
rank #1–#10
See more categories

Best Local or Traditional Restaurants

66 answers
Katz's Delicatessen named in 51 of 66 AI answers
rank #1–#13
Russ & Daughters named in 50 of 66 AI answers
rank #1–#9
Peter Luger named in 36 of 66 AI answers
rank #2–#16
Keens Steakhouse named in 35 of 66 AI answers
rank #1–#14
Joe's Pizza named in 31 of 66 AI answers
rank #2–#27

Best Food Experiences

47 answers
Katz's Delicatessen named in 29 of 47 AI answers
rank #1–#21
Russ & Daughters named in 29 of 47 AI answers
rank #1–#6
Joe's Pizza named in 25 of 47 AI answers
rank #1–#9
Le Bernardin named in 23 of 47 AI answers
rank #1–#19
Eleven Madison Park named in 21 of 47 AI answers
rank #1–#18

Best Historical Attractions

47 answers
Statue of Liberty & Ellis Island named in 37 of 47 AI answers
rank #1–#8
Federal Hall named in 31 of 47 AI answers
rank #1–#9
Tenement Museum named in 23 of 47 AI answers
rank #2–#12
Brooklyn Bridge named in 21 of 47 AI answers
rank #4–#13
9/11 Memorial & Museum named in 20 of 47 AI answers
rank #2–#10

Best Restaurants for Couples

47 answers
The River Café named in 37 of 47 AI answers
rank #1–#14
One if by Land, Two if by Sea named in 24 of 47 AI answers
rank #1–#5
Gramercy Tavern named in 20 of 47 AI answers
rank #2–#11
Manhatta named in 16 of 47 AI answers
rank #2–#10
Le Coucou named in 14 of 47 AI answers
rank #2–#7

Best Day Trips

46 answers
Storm King Art Center named in 24 of 46 AI answers
rank #1–#13
Beacon named in 20 of 46 AI answers
rank #1–#15
Fire Island named in 20 of 46 AI answers
rank #2–#10
Bear Mountain State Park named in 17 of 46 AI answers
rank #2–#8
Hudson Valley named in 16 of 46 AI answers
rank #1–#12

Best Fine-Dining Restaurants

45 answers
Le Bernardin named in 36 of 45 AI answers
rank #1–#4
Per Se named in 36 of 45 AI answers
rank #2–#4
Eleven Madison Park named in 34 of 45 AI answers
rank #1–#7
Atomix named in 28 of 45 AI answers
rank #1–#10
Daniel named in 26 of 45 AI answers
rank #1–#15

Best Hidden Gems

45 answers
Green-Wood Cemetery named in 25 of 45 AI answers
rank #2–#12
Elevated Acre named in 22 of 45 AI answers
rank #1–#10
The Cloisters named in 21 of 45 AI answers
rank #1–#15
Roosevelt Island named in 15 of 45 AI answers
rank #1–#16
The City Reliquary named in 15 of 45 AI answers
rank #1–#12

Best Budget Hotels

43 answers
The Jane Hotel named in 18 of 43 AI answers
rank #2–#5
YOTEL New York named in 15 of 43 AI answers
rank #2–#6
HI NYC Hostel named in 13 of 43 AI answers
rank #1–#7
The Pod Hotels named in 13 of 43 AI answers
rank #1–#4
Times Square named in 12 of 43 AI answers
rank #1–#10

Best Rainy-Day Attractions

43 answers
The American Museum of Natural History named in 33 of 43 AI answers
rank #1–#4
Metropolitan Museum of Art named in 32 of 43 AI answers
rank #1–#2
Museum of Modern Art named in 31 of 43 AI answers
rank #2–#4
Chelsea Market named in 24 of 43 AI answers
rank #4–#15
The New York Public Library named in 21 of 43 AI answers
rank #5–#19

Best Boutique Hotels

42 answers
The Bowery Hotel named in 25 of 42 AI answers
rank #1–#13
Crosby Street Hotel named in 23 of 42 AI answers
rank #1–#12
The Ludlow Hotel named in 23 of 42 AI answers
rank #1–#6
The Greenwich Hotel named in 21 of 42 AI answers
rank #1–#6
The NoMad Hotel named in 16 of 42 AI answers
rank #1–#8

Best Family Hotels

42 answers
Beacon named in 20 of 42 AI answers
rank #1–#10
Times Square named in 20 of 42 AI answers
rank #2–#13
The Peninsula New York named in 18 of 42 AI answers
rank #1–#7
Loews Regency New York Hotel named in 16 of 42 AI answers
rank #1–#9
Central Park named in 12 of 42 AI answers
rank #1–#10

Best Local Experiences

42 answers
Prospect Park named in 16 of 42 AI answers
rank #3–#21
Astoria named in 15 of 42 AI answers
rank #1–#12
Jackson Heights named in 12 of 42 AI answers
rank #1–#14
Union Square Greenmarket named in 11 of 42 AI answers
rank #2–#21
Williamsburg named in 11 of 42 AI answers
rank #1–#13

Best Viewpoints

42 answers
Top of the Rock named in 29 of 42 AI answers
rank #1–#10
One World Observatory named in 26 of 42 AI answers
rank #1–#16
Empire State Building named in 22 of 42 AI answers
rank #1–#15
Brooklyn Bridge named in 21 of 42 AI answers
rank #2–#12
The Edge at Hudson Yards named in 18 of 42 AI answers
rank #2–#10

Best Winter Experiences

42 answers
Bryant Park named in 26 of 42 AI answers
rank #1–#14
Rockefeller Center named in 24 of 42 AI answers
rank #1–#12
Central Park named in 18 of 42 AI answers
rank #2–#22
Dyker Heights named in 18 of 42 AI answers
rank #2–#20
Wollman Rink named in 16 of 42 AI answers
rank #1–#14

Where Perplexity's answers about New York come from

Perplexity cited iloveny.com, New York's official tourism site, in 28 of 60 answers about New York in the October check (47%), up from 5% in August.

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