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
Volatility
Best Local Experiences saw 93 out of 31 tracked entities shift position between the two checks, the largest churn of any category tracked.
Concentration
In Best Hidden Gems, if all entities were recommended evenly the top 3 would draw about 8.8% of mentions, but Fall Creek Falls, Savage Gulf State Natural Area, and Cummins Falls State Park together pull 19.1%.
Concentration
Best Viewpoints has the flattest distribution tracked, with Clingmans Dome, Chimney Tops Trail, and Fall Creek Falls taking 17.4% of mentions against an even-split baseline of 9.7%.
Volatility
Best Food Experiences also showed heavy movement, with 65 of 25 tracked entities changing rank, keeping Arnold's Country Kitchen, Prince's Hot Chicken, and Rendezvous at the top for now.
Generated from this check's dataUpdated Sep 4, 2026
Lead finding
Tennessee never appears in AI answers to the 12 tracked indirect questions, despite 98% positive sentiment across 324 mentions.
Tennessee's AI narrative centers on music history, supported by a rich mix of Southern food themes like Nashville Hot Chicken and Memphis Barbecue, and sentiment is overwhelmingly positive at 98% across 324 rated mentions. Yet a clear ThemeGap finding shows Dollywood's seasonal festivals, including its Flower & Food Festival and Harvest Festival, are underrepresented in how AI assistants describe the destination. While Tennessee's confirmed-open rate of 88% beats the network average of 80%, its distinctiveness score of 0% trails the 10% network average, suggesting AI descriptions lean on familiar themes rather than unique framing. Compounding this, Tennessee is not recommended or mentioned in any of the 12 tracked indirect questions, pointing to an invisibility problem beyond direct searches.
How AI sees Tennessee
Across the prompts we've tracked, AI most consistently associates Tennessee with:
music history
budget-friendly
Fine dining
Hot Chicken
Meat-and-three Restaurants
Memphis Barbecue
Nashville Hot Chicken
Southern comfort food
affordable filling food
How Tennessee benchmarks
Confirmed-open rate
Tennessee88%
Network average80%
Distinctiveness
Tennessee10%
Network average10%
Presence rate
Tennessee0%
Network average10%
Tennessee's 10% distinctiveness score compares to the 10% network average, trailing the network average in how distinctly AI assistants describe it.
Each metric shows two bars: Tennessee's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Tennessee-specific questions
How often Tennessee comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Oct 5, 2026):
0
Recommended
0
Mentioned
12
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 — DirectNot mentioned
Best Winter Destinations in the United States — ConversationalNot mentioned
Best Winter Destinations in the United States — RecommendationNot mentioned
Best Foodie Cities in the United States — DirectNot mentioned
Best Foodie Cities in the United States — ConversationalNot mentioned
Best Foodie Cities in the United States — RecommendationNot mentioned
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
Top picks by traveler intent
Best Restaurants
31 answers
The Catbird Seat18 of 31
rank #1–#4
Central BBQ14 of 31
rank #1–#12
Prince's Hot Chicken13 of 31
rank #1–#17
St. John's Restaurant13 of 31
rank #8–#16
J.C. Holdway12 of 31
rank #5–#12
Rendezvous11 of 31
rank #2–#16
Arnold’s Country Kitchen10 of 31
rank #3–#12
Gus's World Famous Fried Chicken10 of 31
rank #4–#9
Best Luxury Hotels
30 answers
The Hermitage Hotel21 of 30
rank #1–#5
Blackberry Farm20 of 30
rank #1–#10
The Peabody Memphis20 of 30
rank #1–#8
The Joseph15 of 30
rank #1–#6
Four Seasons Nashville14 of 30
rank #1–#5
Blackberry Mountain13 of 30
rank #2–#8
The Read House7 of 30
rank #7–#10
JW Marriott Nashville6 of 30
rank #3–#7
Must-See Attractions
30 answers
Great Smoky Mountains20 of 30
rank #1–#10
Graceland19 of 30
rank #2–#13
Country Music Hall of Fame18 of 30
rank #2–#7
Dollywood18 of 30
rank #2–#19
Ryman Auditorium16 of 30
rank #1–#8
Tennessee Aquarium16 of 30
rank #6–#16
Beale Street14 of 30
rank #5–#11
National Civil Rights Museum13 of 30
rank #6–#11
Best Romantic Hotels
30 answers
The Hermitage Hotel17 of 30
rank #1–#6
The Peabody Memphis16 of 30
rank #1–#14
Blackberry Farm12 of 30
rank #1–#11
Noelle10 of 30
rank #1–#7
The Lodge at Buckberry Creek10 of 30
rank #3–#8
The Read House9 of 30
rank #4–#9
The Joseph7 of 30
rank #3–#7
Dancing Bear Lodge6 of 30
rank #1–#10
Best Attractions for Families
30 answers
Dollywood21 of 30
rank #1–#7
Nashville Zoo at Grassmere21 of 30
rank #1–#20
Tennessee Aquarium21 of 30
rank #2–#13
Adventure Science Center20 of 30
rank #2–#19
Great Smoky Mountains18 of 30
rank #1–#7
Ripley's Aquarium of the Smokies17 of 30
rank #2–#9
Rock City Gardens14 of 30
rank #7–#18
Children’s Museum of Memphis12 of 30
rank #3–#26
Best Budget-Friendly Restaurants
53 answers
Gus's World Famous Fried Chicken30 of 53
rank #1–#9
Prince's Hot Chicken30 of 53
rank #1–#4
Payne's Bar-B-Q29 of 53
rank #1–#7
Champy's Famous Fried Chicken21 of 53
rank #7–#15
Hugh-Baby’s BBQ & Burger Shop21 of 53
rank #1–#5
Yassin's Falafel House17 of 53
rank #6–#13
Swett's16 of 53
rank #2–#6
Pal's Sudden Service15 of 53
rank #1–#17
See more categories
Best Food Experiences
39 answers
Hattie B's Hot Chicken27 of 39
rank #2–#9
Prince's Hot Chicken27 of 39
rank #1–#8
Rendezvous27 of 39
rank #1–#9
Jack Daniel's Distillery25 of 39
rank #6–#20
Central BBQ22 of 39
rank #1–#11
Loveless Cafe19 of 39
rank #4–#18
Monell's17 of 39
rank #1–#12
Arnold’s Country Kitchen16 of 39
rank #4–#11
Best Hidden Gems
37 answers
Reelfoot Lake State Park19 of 37
rank #2–#16
Historic Rugby & the Cumberland Gap area16 of 37
rank #1–#11
Rock Island State Park15 of 37
rank #1–#8
The Lost Sea14 of 37
rank #1–#13
Brushy Mountain Penitentiary13 of 37
rank #1–#11
The Bell Witch Cave13 of 37
rank #4–#12
Bell Buckle11 of 37
rank #2–#20
Savage Gulf State Natural Area11 of 37
rank #2–#6
Best Local Experiences
36 answers
Great Smoky Mountains14 of 36
rank #1–#20
Prince's Hot Chicken13 of 36
rank #4–#16
Jonesborough12 of 36
rank #1–#31
Beale Street10 of 36
rank #1–#11
Grand Ole Opry10 of 36
rank #1–#3
Wild Bill's9 of 36
rank #3–#29
Arnold’s Country Kitchen8 of 36
rank #1–#24
Cades Cove8 of 36
rank #6–#19
Best Local or Traditional Restaurants
34 answers
Loveless Cafe23 of 34
rank #1–#12
Prince's Hot Chicken23 of 34
rank #1–#7
Rendezvous19 of 34
rank #1–#8
Arnold’s Country Kitchen18 of 34
rank #1–#10
Central BBQ15 of 34
rank #1–#9
Gus's World Famous Fried Chicken13 of 34
rank #2–#8
Monell's13 of 34
rank #1–#9
The Old Mill Restaurant12 of 34
rank #5–#13
Best Restaurants for Couples
33 answers
St. John's Restaurant18 of 33
rank #4–#18
The Catbird Seat14 of 33
rank #1–#4
Husk13 of 33
rank #1–#10
The Peddler Steakhouse12 of 33
rank #1–#14
Blackberry Farm11 of 33
rank #1–#6
Alleia10 of 33
rank #6–#16
The Greenbrier10 of 33
rank #2–#19
Erling Jensen: The Restaurant9 of 33
rank #5–#15
Best Boutique Hotels
31 answers
Noelle19 of 31
rank #1–#7
The Oliver Hotel18 of 31
rank #3–#17
The Hermitage Hotel15 of 31
rank #1–#9
The Dwell Hotel14 of 31
rank #1–#14
The Peabody Memphis12 of 31
rank #4–#8
The Read House10 of 31
rank #6–#9
Urban Cowboy Nashville10 of 31
rank #1–#7
Blackberry Farm9 of 31
rank #5–#13
Best Budget Hotels
31 answers
Chattanooga16 of 31
rank #1–#14
La Quinta Inn & Suites by Wyndham Memphis Downtown12 of 31
rank #3–#8
Gatlinburg10 of 31
rank #2–#15
Super 89 of 31
rank #1–#7
Pigeon Forge8 of 31
rank #1–#14
Comfort Inn Downtown6 of 31
rank #2–#7
Graceland6 of 31
rank #4–#8
Red Roof Inn Knoxville Central – Papermill Road6 of 31
rank #3–#15
Best Historical Attractions
31 answers
Shiloh National Military Park22 of 31
rank #1–#11
Sun Studio17 of 31
rank #2–#22
Graceland16 of 31
rank #1–#21
National Civil Rights Museum16 of 31
rank #1–#14
The Hermitage Hotel16 of 31
rank #1–#13
Ryman Auditorium15 of 31
rank #1–#19
Chattanooga12 of 31
rank #3–#11
Andrew Johnson National Historic Site11 of 31
rank #2–#14
Best Viewpoints
31 answers
Clingmans Dome20 of 31
rank #1–#2
Lookout Mountain15 of 31
rank #2–#11
Roan Mountain15 of 31
rank #2–#13
Foothills Parkway12 of 31
rank #3–#12
Fall Creek Falls11 of 31
rank #5–#14
Newfound Gap10 of 31
rank #2–#5
Cades Cove8 of 31
rank #2–#7
Bicentennial Capitol Mall State Park7 of 31
rank #6–#12
Best Day Trips
30 answers
Chattanooga17 of 30
rank #2–#8
Great Smoky Mountains16 of 30
rank #1–#10
Franklin14 of 30
rank #1–#10
Jack Daniel's Distillery13 of 30
rank #1–#12
Fall Creek Falls10 of 30
rank #2–#16
Natchez Trace Parkway8 of 30
rank #2–#7
Leiper’s Fork7 of 30
rank #2–#9
Lookout Mountain6 of 30
rank #3–#8
Best Family Hotels
30 answers
Gaylord Opryland Resort19 of 30
rank #1–#8
The Peabody Memphis16 of 30
rank #3–#11
Dollywood's DreamMore Resort and Spa15 of 30
rank #1–#7
Margaritaville Island Hotel15 of 30
rank #1–#8
Chattanooga11 of 30
rank #5–#16
Wilderness at the Smokies9 of 30
rank #2–#6
The Chattanoogan7 of 30
rank #6–#10
1 Hotel Nashville6 of 30
rank #2–#10
Best Fine-Dining Restaurants
30 answers
The Catbird Seat21 of 30
rank #1–#3
St. John's Restaurant15 of 30
rank #4–#12
Bastion12 of 30
rank #1–#5
Etch12 of 30
rank #2–#6
Husk11 of 30
rank #1–#7
Iris11 of 30
rank #6–#9
J.C. Holdway10 of 30
rank #6–#13
Erling Jensen: The Restaurant9 of 30
rank #5–#7
Best Rainy-Day Attractions
30 answers
Country Music Hall of Fame20 of 30
rank #1–#2
Tennessee Aquarium18 of 30
rank #4–#14
Frist Art Museum17 of 30
rank #2–#7
National Civil Rights Museum14 of 30
rank #2–#16
Ripley's Aquarium of the Smokies13 of 30
rank #3–#18
Titanic Museum Attraction13 of 30
rank #5–#19
Graceland12 of 30
rank #3–#16
Stax Museum of American Soul Music10 of 30
rank #3–#17
Best Winter Experiences
30 answers
Gatlinburg15 of 30
rank #1–#7
Great Smoky Mountains15 of 30
rank #1–#2
Dollywood's Smoky Mountain Christmas12 of 30
rank #3–#10
Graceland12 of 30
rank #4–#13
Tennessee Aquarium12 of 30
rank #4–#16
Country Music Hall of Fame7 of 30
rank #1–#10
National Civil Rights Museum7 of 30
rank #9–#15
Ober Mountain7 of 30
rank #1–#11
Where Perplexity's answers about Tennessee come from
Perplexity cited tnvacation.com,
Tennessee's official tourism site, in
24 of 60 answers about Tennessee
(40%, last 90 days).
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.