Key takeaways
What this check tells you
Concentration
In Best Boutique Hotels, the top 3 picks — 21c Museum Hotel, Hotel Indigo Tulsa Downtown, and The Campbell Hotel & Event Centers — take 39.1% of mentions versus the 20% expected if all boutique hotels were recommended evenly.
Volatility
Best Food Experiences shows the highest churn tracked, with 70 entity moves against only 17 total entities in the set.
Concentration
Best Romantic Hotels and Best Family Hotels both concentrate 37.5% of mentions in their top 3 picks, roughly double the even-share baselines of 18.8% and 23.1%.
Volatility
Best Budget-Friendly Restaurants recorded 69 entity moves across just 24 tracked entities, one of the largest churn counts among restaurant categories.
Lead finding
Oklahoma's AI storytelling is dominated by a 176% concentration spike centered on Route 66 and BBQ culture.
Oklahoma's strongest signal is a Concentration finding registering at 176%, reflecting how heavily its AI narrative leans on a few defining themes like Route 66, barbecue and steakhouse tradition, and local experiences. Cross-model agreement sits at 5%, below the 8% network average, while distinctiveness scores 10% versus a 22% network average, suggesting AI assistants describe Oklahoma in less unique terms than many peers. Sentiment is overwhelmingly positive, with 97% of 205 rated mentions skewing favorable and almost none negative. Together, these figures point to a destination whose AI presence is warm and concentrated but not yet distinctive.
How AI sees Oklahoma
Across the prompts we've tracked, AI most consistently associates Oklahoma with:
boutique hotelsbudget-friendlydiverse food scenefamily-friendlylocal cuisinelocal experiencesnature dayOutdoor Activities
How Oklahoma benchmarks
Confirmed-open rate
Oklahoma
89%
Network average
81%
Distinctiveness
Oklahoma
10%
Network average
11%
Presence rate
Oklahoma
0%
Network average
11%
Oklahoma's 10% distinctiveness score compares to the 11% network average, trailing the network average in how distinctly AI assistants describe it.
Each metric shows two bars: Oklahoma's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Oklahoma-specific questions
How often Oklahoma comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Sep 15, 2026):
See all questions
Two-Week Must-See Itinerary in the United States — Direct
Not mentioned
Two-Week Must-See Itinerary in the United States — Conversational
Not mentioned
Two-Week Must-See Itinerary in the United States — Recommendation
Not mentioned
Best Winter Destinations in the United States — Direct
Not mentioned
Best Winter Destinations in the United States — Conversational
Not mentioned
Best Winter Destinations in the United States — Recommendation
Not mentioned
Best Foodie Cities in the United States — Direct
Not mentioned
Best Foodie Cities in the United States — Conversational
Not mentioned
Best Foodie Cities in the United States — Recommendation
Not mentioned
Best Romantic Weekend Destinations in the United States — Direct
Not mentioned
Best Romantic Weekend Destinations in the United States — Conversational
Not mentioned
Best Romantic Weekend Destinations in the United States — Recommendation
Not mentioned
Where AI might be wrong
21c Museum Hotel
— Best Boutique Hotels(+1 more)
Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o and Perplexity Sonar.
MapQuest lists 21c Museum Hotel Oklahoma City as “Permanently closed.”
SourceCherokee Heritage Center
— Best Historical Attractions(+1 more)
Temporarily closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o.
The official Cherokee Nation listing states that the Cherokee Heritage Center is currently closed to the public while it focuses on future plans.
Source
Top picks by traveler intent
Rankings: Volatile
39 places moved rank this check
18 new1 returning
Nonesuch
22 of 37
rank #1–#6
Cattlemen's Steakhouse
21 of 37
rank #1–#11
Grey Sweater
16 of 37
rank #1–#6
Cheever's Cafe
12 of 37
rank #3–#8
Ma Der Lao Kitchen
11 of 37
rank #1–#10
Amelia’s Wood-Fired Cuisine
10 of 37
rank #4–#10
Eischen's Bar
9 of 37
rank #1–#13
Bull in the Alley
8 of 37
rank #2–#8
Rankings: Volatile
17 places moved rank this check
7 new
The Mayo Hotel
21 of 30
rank #1–#5
Colcord Hotel
17 of 30
rank #3–#7
The Skirvin Hilton
17 of 30
rank #1–#6
21c Museum Hotel
14 of 30
rank #2–#7
Ambassador Hotel Tulsa
9 of 30
rank #3–#6
Omni Oklahoma City Hotel
7 of 30
rank #1–#7
The National, Autograph Collection
7 of 30
rank #1–#2
The Ambassador Hotel
6 of 30
rank #2–#5
Rankings: Volatile
36 places moved rank this check
8 new
Oklahoma City National Memorial & Museum
21 of 30
rank #1–#3
National Cowboy & Western Heritage Museum
20 of 30
rank #1–#8
Philbrook Museum of Art
19 of 30
rank #3–#13
Wichita Mountains Wildlife Refuge
17 of 30
rank #3–#11
Route 66
16 of 30
rank #4–#18
The Gathering Place
16 of 30
rank #2–#14
Turner Falls Park
16 of 30
rank #5–#18
Bricktown
14 of 30
rank #2–#6
Rankings: Volatile
25 places moved rank this check
8 new2 in & out
The Mayo Hotel
15 of 31
rank #1–#6
Colcord Hotel
12 of 31
rank #2–#7
The Skirvin Hilton
12 of 31
rank #1–#7
Shangri-La Resort
11 of 31
rank #2–#8
21c Museum Hotel↔
8 of 31
rank #2–#5
Beavers Bend
8 of 31
rank #1–#8
Ambassador Hotel Tulsa
7 of 31
rank #2–#7
Echo Canyon Spa Resort
7 of 31
rank #1–#7
Rankings: Volatile
36 places moved rank this check
4 new1 in & out
Oklahoma City Zoo and Botanical Garden
21 of 30
rank #1–#5
Science Museum Oklahoma
21 of 30
rank #1–#4
The Gathering Place
18 of 30
rank #1–#10
Myriad Botanical Gardens
17 of 30
rank #3–#10
Frontier City Theme Park
16 of 30
rank #4–#12
National Cowboy & Western Heritage Museum
16 of 30
rank #3–#14
Oklahoma Aquarium
16 of 30
rank #2–#13
Tulsa Zoo
16 of 30
rank #3–#12
Rankings: Volatile
69 places moved rank this check
13 new1 returning
Sid's Diner
21 of 48
rank #1–#10
Taqueria Sanchez
21 of 48
rank #1–#6
Nic’s Grill
16 of 48
rank #1–#10
Coney I-Lander
15 of 48
rank #5–#10
Tacos Don Francisco
15 of 48
rank #5–#9
Tucker's Onion Burgers
14 of 48
rank #1–#4
Pho Lien Hoa
13 of 48
rank #1–#10
El Rio Verde
11 of 48
rank #4–#12
See more categories
Rankings: Volatile
61 places moved rank this check
12 new1 returning1 classic
Gloss Mountain State Park
39 of 52
rank #1–#9
Black Mesa
30 of 52
rank #1–#18
Medicine Park
28 of 52
rank #3–#12
Great Salt Plains State Park
24 of 52
rank #1–#8
The Heavener Runestone Park
24 of 52
rank #4–#12
Woolaroc Museum & Wildlife Preserve
22 of 52
rank #3–#14
Natural Falls State Park
20 of 52
rank #2–#12
Little Sahara State Park
19 of 52
rank #1–#9
Rankings: Volatile
70 places moved rank this check
10 new1 in & out4 classics
Sid's Diner
25 of 40
rank #1–#7
Cattlemen's Steakhouse
24 of 40
rank #1–#14
Robert's Grill
17 of 40
rank #2–#6
Burn Co. BBQ
14 of 40
rank #1–#12
Nonesuch
13 of 40
rank #3–#16
Johnnie's Grill
12 of 40
rank #2–#6
Burn Co. Barbecue
10 of 40
rank #2–#10
Leo's BBQ
10 of 40
rank #1–#11
Rankings: Volatile
39 places moved rank this check
13 new2 in & out
Cattlemen's Steakhouse
24 of 38
rank #1–#7
Eischen's Bar
18 of 38
rank #1–#13
Sid's Diner
18 of 38
rank #1–#11
Tucker's Onion Burgers
13 of 38
rank #2–#7
Cheever's Cafe
11 of 38
rank #2–#9
Burn Co. Barbecue
10 of 38
rank #5–#10
Clanton's Cafe
10 of 38
rank #1–#16
Florence's Restaurant
8 of 38
rank #2–#8
Rankings: Volatile
53 places moved rank this check
3 new4 returning1 in & out3 classics
Wichita Mountains Wildlife Refuge
18 of 37
rank #3–#15
Cain's Ballroom
15 of 37
rank #2–#25
First Americans Museum
14 of 37
rank #1–#20
Plaza District
12 of 37
rank #1–#17
Sid's DinerBack
12 of 37
rank #1–#10
Cattlemen's Steakhouse
11 of 37
rank #1–#22
Chickasaw Cultural Center
11 of 37
rank #2–#11
Braum's↔
10 of 37
rank #2–#12
Rankings: Volatile
27 places moved rank this check
14 new
Nonesuch
24 of 36
rank #1–#4
Mahogany Prime Steakhouse
17 of 36
rank #2–#10
Polo Grill
17 of 36
rank #2–#12
Grey Sweater
16 of 36
rank #1–#5
Bull in the Alley
14 of 36
rank #3–#9
The Ranch Steakhouse
8 of 36
rank #1–#14
Amelia’s Wood-Fired Cuisine
7 of 36
rank #7–#10
Rankings: Volatile
25 places moved rank this check
7 new1 in & out
Oklahoma City National Memorial & Museum
24 of 34
rank #1–#10
Spiro Mounds Archaeological Center
23 of 34
rank #1–#9
Washita Battlefield National Historic Site
22 of 34
rank #1–#14
Route 66
19 of 34
rank #2–#16
Fort Sill
16 of 34
rank #2–#12
Cherokee Heritage Center
15 of 34
rank #1–#9
Fort Gibson Historic Site
13 of 34
rank #3–#13
National Cowboy & Western Heritage Museum
12 of 34
rank #1–#11
Rankings: Volatile
19 places moved rank this check
6 new2 in & out
21c Museum Hotel
20 of 32
rank #1–#9
The Campbell Hotel & Event Centers
20 of 32
rank #2–#10
The Mayo Hotel
17 of 32
rank #1–#6
Bradford House
13 of 32
rank #1–#7
Colcord Hotel
11 of 32
rank #1–#6
The Artesian Hotel, Casino & Spa
10 of 32
rank #4–#9
Hotel Indigo Tulsa Downtown
8 of 32
rank #4–#6
The Skirvin Hilton
8 of 32
rank #1–#7
Rankings: Volatile
46 places moved rank this check
9 new3 in & out
Motel 6 Tulsa
12 of 31
rank #1–#12
Super 8 Oklahoma City
11 of 31
rank #1–#13
Days Inn Oklahoma City
8 of 31
rank #2–#6
La Quinta Inn & Suites Oklahoma City NW Expwy↔
8 of 31
rank #1–#8
Extended Stay America
7 of 31
rank #4–#10
Bricktown
6 of 31
rank #1–#8
Home2 Suites by Hilton Oklahoma City Airport
6 of 31
rank #2–#7
Red Roof Inn Tulsa
6 of 31
rank #3–#7
Rankings: Volatile
30 places moved rank this check
10 new1 in & out4 classics
Turner Falls Park
22 of 31
rank #1–#10
Wichita Mountains Wildlife Refuge
20 of 31
rank #1–#9
Tallgrass Prairie Preserve
15 of 31
rank #2–#12
Chickasaw National Recreation Area
13 of 31
rank #1–#10
Guthrie
13 of 31
rank #2–#10
Route 66
13 of 31
rank #2–#12
Beavers Bend
10 of 31
rank #2–#10
Robbers Cave State Park
9 of 31
rank #2–#13
Rankings: Volatile
30 places moved rank this check
6 new2 in & out
Hyatt Regency Tulsa Downtown
13 of 31
rank #2–#7
Bricktown
7 of 31
rank #2–#7
Embassy Suites by Hilton Oklahoma City Downtown/Medical Center
7 of 31
rank #1–#6
Great Wolf LodgeNew
7 of 31
#1 every time
River Spirit Casino Resort
7 of 31
rank #2–#4
Shangri-La Resort
7 of 31
rank #1–#5
Embassy Suites by Hilton Norman
6 of 31
rank #1–#9
Omni Oklahoma City Hotel
5 of 31
rank #1–#3
Rankings: Volatile
47 places moved rank this check
6 new
Science Museum Oklahoma
21 of 30
rank #1–#8
Oklahoma City Museum of Art
18 of 30
rank #1–#4
Philbrook Museum of Art
18 of 30
rank #2–#12
Oklahoma Aquarium
17 of 30
rank #2–#12
National Cowboy & Western Heritage Museum
14 of 30
rank #2–#5
Sam Noble Oklahoma Museum of Natural History
11 of 30
rank #2–#23
Discovery Lab
9 of 30
rank #1–#13
Gilcrease Museum
9 of 30
rank #5–#15
Rankings: Volatile
36 places moved rank this check
19 new1 in & out
Paseo Grill
10 of 30
rank #1–#4
The Metro Wine Bar & Bistro
10 of 30
rank #1–#7
The Chalkboard
9 of 30
rank #4–#10
Cheever's Cafe
8 of 30
rank #2–#5
Nonesuch↔
8 of 30
rank #2–#6
Red PrimeSteak
7 of 30
rank #1–#7
The Coach House
7 of 30
rank #1–#9
Rankings: Volatile
24 places moved rank this check
13 new1 returning
Black Mesa
20 of 30
rank #2–#12
Robbers Cave State Park
16 of 30
rank #3–#9
Mount Scott
14 of 30
rank #1–#4
Turner Falls Park
14 of 30
rank #1–#13
Beavers Bend
13 of 30
rank #4–#10
Gloss Mountain State Park
9 of 30
rank #3–#10
Wichita Mountains Wildlife Refuge
9 of 30
rank #1–#7
Quartz Mountain
8 of 30
rank #3–#11
Rankings: Volatile
49 places moved rank this check
12 new2 in & out
Wichita Mountains Wildlife Refuge
20 of 30
rank #1–#13
Beavers Bend
14 of 30
rank #1–#24
National Cowboy & Western Heritage Museum
13 of 30
rank #6–#16
Chickasaw National Recreation Area
12 of 30
rank #1–#25
Chickasha Festival of Light
11 of 30
rank #1–#18
Downtown in December
11 of 30
rank #1–#21
Philbrook Museum of Art
11 of 30
rank #4–#17
Tulsa Winterfest
10 of 30
rank #2–#11
Where Perplexity's answers about Oklahoma come from
The web domains Perplexity's live search pulled most while answering tracked travel questions about
Oklahoma (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet.
See the network-wide ranking.
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Other U.S. destinations TakeScout tracks