AI visibility report

How AI assistants represent Ohio

AI assistants associate Ohio with amish country, Cincinnati-style chili, Fall foliage, and food scene.

For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe Ohio, based on 926 AI answers, last checked October 1, 2026. How we measure →

Ohio official site ↗

926

Questions asked

1,258

Places identified

Oct 1, 2026

Last checked

Current score 42/100 Average of model agreement and confirmed-open rate — how this score is calculated

Key takeaways

What this check tells you

Closed places

The Thurman Café, temporarily closed, is still recommended in 11 answers by all four AI assistants, alongside Carew Tower Observation Deck and Melt Bar and Grilled.

Official site

Perplexity cited ohio.org, Ohio's official site, in 15 of 60 sourced answers in the October check (25%), about the same as in August (30%), ranking 68th of 74 tracked U.S. destinations for official site citations.

Agreement

The AI assistants name the same top pick for 3% of comparable questions about Ohio, below the 13% average for tracked U.S. destinations.

Generated from this check's data Updated Oct 1, 2026

Lead finding

AI recommends West Side Market in 82% of answers to Ohio's "Best Food Experiences" questions.

This level of consistency makes West Side Market a prominent fixture whenever AI assistants answer this question about Ohio. The market is named in 82% of these answers, a share not matched by any other recommendation mentioned for the state in this data.

Based on the check of October 1, 2026

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How AI sees Ohio

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

Outdoor Activities
fine dining
indoor activities
Amish Country
Cincinnati-style chili
Fall foliage
food scene
indoor attractions
local food traditions

How Ohio benchmarks

Model agreement

Ohio 3%

Tracked U.S. destinations 13%

Confirmed-open rate

Ohio 80%

Tracked U.S. destinations 82%

Each metric shows two bars: Ohio'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

Melt Bar and Grilled — Best Budget-Friendly Restaurants Closed

Flagged closed by 1 source, still recommended by ChatGPT and Claude.
Melt Bar & Grilled permanently closed its last remaining Lakewood location. The owner announced the permanent closure on January 1, 2025; reporting states the final service was December 29, 2024.
Source

What AI names when travellers ask about Ohio

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

Boca named in 22 of 43 AI answers

rank #2–#10

Sotto named in 21 of 43 AI answers

rank #1–#10

Lola Bistro named in 16 of 43 AI answers

rank #1–#10

The Refectory Restaurant & Bistro named in 16 of 43 AI answers

rank #1–#14

Orchids at Palm Court named in 13 of 43 AI answers

rank #1–#8

The Ritz-Carlton, Cleveland named in 33 of 42 AI answers

rank #1–#6

21c Museum Hotel Cincinnati named in 27 of 42 AI answers

rank #1–#10

The Lytle Park Hotel named in 26 of 42 AI answers

rank #2–#9

Hotel LeVeque named in 22 of 42 AI answers

rank #2–#7

Hilton Cincinnati Netherland Plaza named in 12 of 42 AI answers

rank #4–#9

Rock and Roll Hall of Fame named in 34 of 43 AI answers

rank #1–#7

Hocking Hills State Park named in 33 of 43 AI answers

rank #1–#13

Cedar Point named in 30 of 43 AI answers

rank #1–#15

Cuyahoga Valley National Park named in 29 of 43 AI answers

rank #1–#13

National Museum of the U.S. Air Force named in 26 of 43 AI answers

rank #1–#14

The Inn at Honey Run named in 24 of 42 AI answers

rank #1–#11

The Inn at Cedar Falls named in 22 of 42 AI answers

rank #1–#8

Belamere Suites named in 18 of 42 AI answers

rank #1–#10

Glenlaurel Inn & Cottages named in 18 of 42 AI answers

rank #1–#7

The Lakehouse Inn Resort named in 17 of 42 AI answers

rank #2–#9

COSI named in 34 of 43 AI answers

rank #1–#8

Columbus Zoo and Aquarium named in 33 of 43 AI answers

rank #1–#8

Cedar Point named in 31 of 43 AI answers

rank #1–#15

Hocking Hills State Park named in 29 of 43 AI answers

rank #5–#19

Kings Island named in 29 of 43 AI answers

rank #2–#17

Tony Packo's named in 25 of 52 AI answers

rank #1–#17

Camp Washington Chili named in 23 of 52 AI answers

rank #2–#12

Skyline Chili named in 23 of 52 AI answers

rank #1–#12

Dirty Frank's Hot Dog Palace named in 21 of 52 AI answers

rank #1–#6

Swenson's Drive-In named in 21 of 52 AI answers

rank #1–#16

See more categories

West Side Market named in 64 of 78 AI answers

rank #1–#13

Camp Washington Chili named in 50 of 78 AI answers

rank #1–#8

Jeni's Splendid Ice Creams named in 50 of 78 AI answers

rank #1–#22

Graeter’s Ice Cream named in 46 of 78 AI answers

rank #1–#21

North Market named in 46 of 78 AI answers

rank #3–#14

German Village named in 38 of 66 AI answers

rank #1–#26

West Side Market named in 34 of 66 AI answers

rank #1–#24

Over-the-Rhine named in 33 of 66 AI answers

rank #2–#28

Hocking Hills State Park named in 27 of 66 AI answers

rank #2–#20

Tremont neighborhood named in 25 of 66 AI answers

rank #1–#22

Schmidt’s Sausage Haus named in 28 of 47 AI answers

rank #1–#12

Camp Washington Chili named in 26 of 47 AI answers

rank #1–#8

Tony Packo's named in 25 of 47 AI answers

rank #2–#14

Skyline Chili named in 20 of 47 AI answers

rank #1–#9

Slyman's Restaurant named in 20 of 47 AI answers

rank #1–#11

Hocking Hills State Park named in 34 of 44 AI answers

rank #1–#9

Cuyahoga Valley National Park named in 30 of 44 AI answers

rank #1–#12

Amish Country named in 29 of 44 AI answers

rank #3–#7

Cedar Point named in 28 of 44 AI answers

rank #1–#10

Columbus Zoo and Aquarium named in 15 of 44 AI answers

rank #5–#14

Loveland Castle named in 25 of 44 AI answers

rank #3–#17

Serpent Mound named in 23 of 44 AI answers

rank #2–#12

Nelson-Kennedy Ledges State Park named in 18 of 44 AI answers

rank #1–#12

The Wilds named in 18 of 44 AI answers

rank #1–#12

Malabar Farm State Park named in 15 of 44 AI answers

rank #5–#15

Orchids at Palm Court named in 23 of 43 AI answers

rank #1–#15

Boca named in 22 of 43 AI answers

rank #1–#11

Veritas named in 22 of 43 AI answers

rank #2–#12

The Refectory Restaurant & Bistro named in 17 of 43 AI answers

rank #1–#11

Marble Room named in 16 of 43 AI answers

rank #1–#8

Serpent Mound named in 25 of 43 AI answers

rank #1–#9

James A. Garfield National Historic Site named in 23 of 43 AI answers

rank #4–#12

National Underground Railroad Freedom Center named in 22 of 43 AI answers

rank #2–#19

Dayton Aviation Heritage National Historical Park named in 19 of 43 AI answers

rank #1–#9

Rutherford B. Hayes Presidential Library & Museums named in 19 of 43 AI answers

rank #4–#11

Pier W named in 22 of 43 AI answers

rank #1–#7

Lindey’s named in 20 of 43 AI answers

rank #1–#9

Orchids at Palm Court named in 19 of 43 AI answers

rank #2–#11

The Refectory Restaurant & Bistro named in 18 of 43 AI answers

rank #1–#7

Sotto named in 16 of 43 AI answers

rank #1–#12

Conkle's Hollow named in 19 of 43 AI answers

rank #1–#5

Mohican State Park named in 18 of 43 AI answers

rank #2–#14

Hocking Hills State Park named in 17 of 43 AI answers

rank #1–#9

Perry’s Victory and International Peace Memorial named in 17 of 43 AI answers

rank #2–#19

Ledges Overlook named in 16 of 43 AI answers

rank #1–#11

21c Museum Hotel Cincinnati named in 29 of 42 AI answers

rank #1–#6

Hotel LeVeque named in 27 of 42 AI answers

rank #1–#8

The Glidden House named in 21 of 42 AI answers

rank #1–#9

The Inn at Honey Run named in 18 of 42 AI answers

rank #3–#11

The Lytle Park Hotel named in 14 of 42 AI answers

rank #1–#8

Red Roof Inn named in 24 of 42 AI answers

rank #1–#10

Motel 6 named in 17 of 42 AI answers

rank #1–#5

Super 8 by Wyndham named in 14 of 42 AI answers

rank #2–#7

La Quinta Inn & Suites named in 12 of 42 AI answers

rank #2–#6

Extended Stay America named in 11 of 42 AI answers

rank #1–#6

Great Wolf Lodge named in 28 of 42 AI answers

rank #1–#9

Kalahari Resorts named in 24 of 42 AI answers

rank #1–#11

Hotel Breakers named in 21 of 42 AI answers

rank #1–#10

Castaway Bay named in 11 of 42 AI answers

rank #2–#8

Hilton Cleveland Downtown named in 10 of 42 AI answers

rank #1–#10

Rock and Roll Hall of Fame named in 28 of 42 AI answers

rank #1–#15

Cincinnati Museum Center at Union Terminal named in 27 of 42 AI answers

rank #1–#10

Cleveland Museum of Art named in 26 of 42 AI answers

rank #1–#7

COSI named in 26 of 42 AI answers

rank #1–#11

National Museum of the U.S. Air Force named in 26 of 42 AI answers

rank #1–#14

Mad River Mountain named in 27 of 42 AI answers

rank #1–#5

Snow Trails named in 24 of 42 AI answers

rank #2–#7

Hocking Hills State Park named in 23 of 42 AI answers

rank #1–#11

Cuyahoga Valley National Park named in 20 of 42 AI answers

rank #1–#17

Amish Country named in 15 of 42 AI answers

rank #8–#23

Where Perplexity's answers about Ohio come from

Perplexity cited ohio.org, Ohio's official tourism site, in 15 of 60 answers about Ohio in the October check (25%), about the same as in August (30%).

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

How AI assistants represent Ohio

What this check tells you

AI recommends West Side Market in 82% of answers to Ohio's "Best Food Experiences" questions.

Follow Ohio

How AI sees Ohio

How Ohio benchmarks

Where AI might be wrong

What AI names when travellers ask about Ohio

Best Restaurants

Best Luxury Hotels

Must-See Attractions

Best Romantic Hotels

Best Attractions for Families

Best Budget-Friendly Restaurants

Best Food Experiences

Best Local Experiences

Best Local or Traditional Restaurants

Best Day Trips

Best Hidden Gems

Best Fine-Dining Restaurants

Best Historical Attractions

Best Restaurants for Couples

Best Viewpoints

Best Boutique Hotels

Best Budget Hotels

Best Family Hotels

Best Rainy-Day Attractions

Best Winter Experiences

Where Perplexity's answers about Ohio come from

Other U.S. destinations TakeScout tracks

New Orleans

New York City

San Francisco

West Virginia

Charleston