AI visibility report

How AI assistants represent Tennessee

AI assistants describe Tennessee through Southern comfort food, music history, hot chicken and memphis barbecue.

For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe Tennessee, based on 897 AI answers, last checked October 8, 2026. How we measure →

Tennessee official site ↗

897

Questions asked

1,157

Places identified

Oct 8, 2026

Last checked

Current score 46/100 Average of model agreement and confirmed-open rate — how this score is calculated

1 tracked destination

across 1 tracked cities in Tennessee

871

Questions asked

799

Places identified

Oct 2, 2026

Last checked

Nashville

799 places · 871 questions

AI assistants present Nashville through Southern cuisine, barbecue, Nashville hot chicken, and live music.

Latest findings

Nashville · Concentration
In Best Luxury Hotels mentions, three hotels—Four Seasons Hotel Nashville, The Hermitage Hotel, and The Joseph—account for 49% of mentions across 12 answers, more than three times the 15% share an even split would produce.

How Tennessee compares, rolled up

Model agreement

Tennessee 37%

Network average 11%

Confirmed-open rate

Tennessee 85%

Network average 76%

Presence rate

Tennessee 25%

Tracked U.S. cities 31%

Tennessee'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 Tennessee'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

Nashville Downtown Hostel is permanently closed but still recommended in 3 answers by three of the four AI assistants; The Orangery and The Blue Plate are also still recommended despite being permanently closed.

Official site

Perplexity cited tnvacation.com, Tennessee's official site, in 33 of 60 sourced answers in the October check (55%), up from 40% in August, ranking 28th of 74 tracked U.S. destinations for official-site citation frequency.

Agreement

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

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

Lead finding

AI recommends Shiloh National Military Park in 79% of answers to Tennessee's "Best Historical Attractions" questions.

This landmark appears consistently when assistants respond to questions about Tennessee's historical attractions. Shiloh National Military Park is recommended in 79% of these answers, making it a frequently named option for visitors seeking historical sites in the state.

Based on the check of October 8, 2026

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How AI sees Tennessee

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

Southern comfort food
music history
Fine dining
food destination
Hot Chicken
Meat-and-three Restaurants
Memphis Barbecue
Nashville Hot Chicken
outdoor adventure
winter experiences

How Tennessee benchmarks

Model agreement

Tennessee 5%

Tracked U.S. destinations 13%

Confirmed-open rate

Tennessee 88%

Tracked U.S. destinations 82%

Each metric shows two bars: Tennessee'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 Tennessee

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

The Catbird Seat named in 28 of 43 AI answers

rank #1–#4

J.C. Holdway named in 22 of 43 AI answers

rank #1–#12

Prince's Hot Chicken named in 22 of 43 AI answers

rank #1–#17

Central BBQ named in 19 of 43 AI answers

rank #1–#12

St. John's Restaurant named in 18 of 43 AI answers

rank #5–#16

Blackberry Farm named in 32 of 42 AI answers

rank #1–#10

The Hermitage Hotel named in 32 of 42 AI answers

rank #1–#5

The Peabody Memphis named in 29 of 42 AI answers

rank #1–#8

The Joseph named in 24 of 42 AI answers

rank #1–#7

Four Seasons Nashville named in 22 of 42 AI answers

rank #1–#5

Graceland named in 31 of 42 AI answers

rank #2–#13

Great Smoky Mountains named in 31 of 42 AI answers

rank #1–#12

Country Music Hall of Fame named in 29 of 42 AI answers

rank #1–#7

Dollywood named in 27 of 42 AI answers

rank #2–#19

Ryman Auditorium named in 25 of 42 AI answers

rank #1–#8

The Hermitage Hotel named in 29 of 42 AI answers

rank #1–#6

The Peabody Memphis named in 25 of 42 AI answers

rank #1–#14

Blackberry Farm named in 21 of 42 AI answers

rank #1–#11

The Lodge at Buckberry Creek named in 16 of 42 AI answers

rank #2–#9

The Read House named in 14 of 42 AI answers

rank #3–#9

Dollywood named in 33 of 42 AI answers

rank #1–#7

Tennessee Aquarium named in 33 of 42 AI answers

rank #2–#13

Nashville Zoo at Grassmere named in 32 of 42 AI answers

rank #1–#21

Adventure Science Center named in 31 of 42 AI answers

rank #2–#19

Great Smoky Mountains named in 30 of 42 AI answers

rank #1–#10

Prince's Hot Chicken named in 39 of 65 AI answers

rank #1–#5

Gus's World Famous Fried Chicken named in 37 of 65 AI answers

rank #1–#9

Payne's Bar-B-Q named in 35 of 65 AI answers

rank #1–#9

Champy's Famous Fried Chicken named in 25 of 65 AI answers

rank #7–#15

Arnold’s Country Kitchen named in 22 of 65 AI answers

rank #1–#14

See more categories

Prince's Hot Chicken named in 38 of 51 AI answers

rank #1–#8

Rendezvous named in 38 of 51 AI answers

rank #1–#9

Hattie B's Hot Chicken named in 37 of 51 AI answers

rank #2–#9

Jack Daniel's Distillery named in 34 of 51 AI answers

rank #5–#20

Central BBQ named in 31 of 51 AI answers

rank #1–#11

Reelfoot Lake State Park named in 23 of 49 AI answers

rank #2–#16

Historic Rugby & the Cumberland Gap area named in 21 of 49 AI answers

rank #1–#11

The Lost Sea named in 20 of 49 AI answers

rank #1–#13

The Bell Witch Cave named in 18 of 49 AI answers

rank #4–#12

Brushy Mountain Penitentiary named in 17 of 49 AI answers

rank #1–#12

Great Smoky Mountains named in 20 of 48 AI answers

rank #1–#20

Prince's Hot Chicken named in 18 of 48 AI answers

rank #3–#16

Jonesborough named in 16 of 48 AI answers

rank #1–#36

Grand Ole Opry named in 15 of 48 AI answers

rank #1–#15

Arnold’s Country Kitchen named in 13 of 48 AI answers

rank #1–#24

Prince's Hot Chicken named in 34 of 46 AI answers

rank #1–#7

Loveless Cafe named in 33 of 46 AI answers

rank #1–#14

Arnold’s Country Kitchen named in 30 of 46 AI answers

rank #1–#10

Rendezvous named in 30 of 46 AI answers

rank #1–#10

Central BBQ named in 21 of 46 AI answers

rank #1–#9

St. John's Restaurant named in 26 of 45 AI answers

rank #4–#18

The Catbird Seat named in 24 of 45 AI answers

rank #1–#4

Husk named in 20 of 45 AI answers

rank #1–#10

The Peddler Steakhouse named in 17 of 45 AI answers

rank #1–#16

Flight Restaurant and Wine Bar named in 16 of 45 AI answers

rank #3–#16

The Oliver Hotel named in 26 of 43 AI answers

rank #3–#17

Noelle named in 25 of 43 AI answers

rank #1–#7

The Hermitage Hotel named in 24 of 43 AI answers

rank #1–#9

The Dwell Hotel named in 20 of 43 AI answers

rank #1–#14

Urban Cowboy Nashville named in 18 of 43 AI answers

rank #1–#10

Chattanooga named in 21 of 43 AI answers

rank #1–#14

La Quinta Inn & Suites by Wyndham Memphis Downtown named in 19 of 43 AI answers

rank #2–#8

Gatlinburg named in 14 of 43 AI answers

rank #2–#15

Pigeon Forge named in 13 of 43 AI answers

rank #1–#15

Super 8 named in 12 of 43 AI answers

rank #1–#7

Shiloh National Military Park named in 34 of 43 AI answers

rank #1–#11

The Hermitage Hotel named in 28 of 43 AI answers

rank #1–#13

National Civil Rights Museum named in 26 of 43 AI answers

rank #1–#14

Sun Studio named in 25 of 43 AI answers

rank #2–#22

Graceland named in 23 of 43 AI answers

rank #1–#21

Clingmans Dome named in 30 of 43 AI answers

rank #1–#3

Roan Mountain named in 24 of 43 AI answers

rank #1–#13

Lookout Mountain named in 22 of 43 AI answers

rank #2–#11

Newfound Gap named in 19 of 43 AI answers

rank #2–#10

Foothills Parkway named in 18 of 43 AI answers

rank #3–#12

Great Smoky Mountains named in 28 of 42 AI answers

rank #1–#10

Chattanooga named in 23 of 42 AI answers

rank #1–#11

Franklin named in 22 of 42 AI answers

rank #1–#10

Jack Daniel's Distillery named in 19 of 42 AI answers

rank #1–#12

Fall Creek Falls named in 18 of 42 AI answers

rank #1–#16

Gaylord Opryland Resort named in 29 of 42 AI answers

rank #1–#8

The Peabody Memphis named in 25 of 42 AI answers

rank #3–#11

Dollywood's DreamMore Resort and Spa named in 23 of 42 AI answers

rank #1–#8

Margaritaville Island Hotel named in 22 of 42 AI answers

rank #1–#9

Chattanooga named in 19 of 42 AI answers

rank #5–#16

The Catbird Seat named in 33 of 42 AI answers

rank #1–#3

St. John's Restaurant named in 23 of 42 AI answers

rank #3–#12

Bastion named in 18 of 42 AI answers

rank #1–#5

J.C. Holdway named in 18 of 42 AI answers

rank #6–#13

Husk named in 17 of 42 AI answers

rank #1–#7

Country Music Hall of Fame named in 31 of 42 AI answers

rank #1–#2

Tennessee Aquarium named in 29 of 42 AI answers

rank #3–#17

Frist Art Museum named in 26 of 42 AI answers

rank #2–#13

Ripley's Aquarium of the Smokies named in 21 of 42 AI answers

rank #3–#18

National Civil Rights Museum named in 20 of 42 AI answers

rank #2–#16

Gatlinburg named in 24 of 42 AI answers

rank #1–#15

Great Smoky Mountains named in 22 of 42 AI answers

rank #1–#2

Graceland named in 18 of 42 AI answers

rank #4–#16

Dollywood's Smoky Mountain Christmas named in 17 of 42 AI answers

rank #3–#10

Tennessee Aquarium named in 17 of 42 AI answers

rank #4–#24

Where Perplexity's answers about Tennessee come from

Perplexity cited tnvacation.com, Tennessee's official tourism site, in 33 of 60 answers about Tennessee in the October check (55%), up from 40% in August.

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

How AI assistants represent Tennessee

across 1 tracked cities in Tennessee

Nashville

Latest findings

How Tennessee compares, rolled up

What this check tells you

AI recommends Shiloh National Military Park in 79% of answers to Tennessee's "Best Historical Attractions" questions.

Follow Tennessee

How AI sees Tennessee

How Tennessee benchmarks

What AI names when travellers ask about Tennessee

Best Restaurants

Best Luxury Hotels

Must-See Attractions

Best Romantic Hotels

Best Attractions for Families

Best Budget-Friendly Restaurants

Best Food Experiences

Best Hidden Gems

Best Local Experiences

Best Local or Traditional Restaurants

Best Restaurants for Couples

Best Boutique Hotels

Best Budget Hotels

Best Historical Attractions

Best Viewpoints

Best Day Trips

Best Family Hotels

Best Fine-Dining Restaurants

Best Rainy-Day Attractions

Best Winter Experiences

Where Perplexity's answers about Tennessee come from

Other U.S. destinations TakeScout tracks

New Orleans

New York City

San Francisco

West Virginia

Charleston