Destination

Montana in AI travel recommendations

Montana shines through farm-to-table dining and Big Sky charm, yet stays invisible in AI answers that don't name it directly.

Montana official site ↗

644

Questions asked

952

Places identified

20 of 20

Categories shifted this check

Sep 2, 2026

Last checked

Current score 27/100 Average of the four metrics below — how this score is calculated

Key takeaways

What this check tells you

Concentration

In Best Luxury Hotels, Paws Up Resort, The Ranch at Rock Creek, and Triple Creek Ranch capture 39.7% of mentions versus the 18.8% they'd get if AI spread recommendations evenly across all hotels.

Concentration

For Best Day Trips, Yellowstone National Park, Flathead Lake, and Glacier National Park account for 31% of mentions, nearly triple the 10.3% expected if all attractions were recommended equally.

Movement

Best Local Experiences shows the widest churn tracked, with 77 of 77 entities shifting position between the two checks.

Movement

Best Luxury Hotels is comparatively stable relative to other volatile categories, with only 16 of 16 entities moving, all within the same small entity pool.

Generated from this check's data Updated Sep 3, 2026

Lead finding

Montana's biggest content gap is Glacier National Park, which is strongly underrepresented among AI-perceived themes for the state.

Montana's strongest signal is a theme gap: Glacier National Park is underrepresented in AI-generated descriptions of the state, even as core themes like farm-to-table dining and upscale dining dominate alongside supporting themes such as Big Sky Country, hot springs, and huckleberry dishes. Sentiment on rated mentions is overwhelmingly positive at 93%, with zero negative mentions out of 698 rated. Yet Montana's distinctiveness score is 0%, trailing the 10% network average, suggesting its AI descriptions read as generic rather than unique. Compounding this, Montana has no presence in indirect AI answers, going unrecommended and unmentioned across all 12 tracked questions that don't name it directly.

How AI sees Montana

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

farm-to-table
farm-to-table dining
upscale dining
Big Sky Country
budget-friendly
family vacation
Family-Friendly
fine dining
Food & Drink
hot springs
huckleberry dishes

How Montana benchmarks

Confirmed-open rate

Montana 80%

Network average 80%

Distinctiveness

Montana 0%

Network average 10%

Presence rate

Montana 0%

Network average 10%

Montana's 0% distinctiveness score compares to the 10% network average, trailing the network average in how distinctly AI assistants describe it.

Each metric shows two bars: Montana's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.

Presence beyond Montana-specific questions

How often Montana comes up in regional and national AI questions that aren't specifically about it (out of 12 tracked questions, as of Oct 5, 2026):

Recommended

Mentioned

Not mentioned

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

Top picks by traveler intent

Tupelo Grille 19 of 33

rank #3–#9

Blackbird Kitchen 17 of 33

rank #1–#8

Cafe Kandahar 15 of 33

rank #1–#13

Plonk 13 of 33

rank #1–#12

Lucca's 12 of 33

rank #1–#17

Ciao Mambo 8 of 33

rank #4–#10

The Keep Restaurant 8 of 33

rank #1–#7

Biga Pizza 7 of 33

rank #3–#10

Paws Up Resort 24 of 31

rank #1–#9

Triple Creek Ranch 22 of 31

rank #1–#10

Sage Lodge 21 of 31

rank #3–#9

The Lodge at Whitefish Lake 20 of 31

rank #1–#7

The Ranch at Rock Creek 19 of 31

rank #1–#8

Montage Big Sky 18 of 31

rank #1–#7

Lone Mountain Ranch 9 of 31

rank #3–#8

The Wilson Hotel 7 of 31

rank #3–#7

Flathead Lake 20 of 30

rank #3–#11

Glacier National Park 19 of 30

#1 every time

Yellowstone National Park 19 of 30

rank #2–#3

Little Bighorn Battlefield National Monument 18 of 30

rank #3–#13

Bozeman 17 of 30

rank #4–#25

Big Sky Resort 16 of 30

rank #3–#29

Beartooth Highway 15 of 30

rank #3–#11

Missoula 14 of 30

rank #4–#15

Triple Creek Ranch 22 of 30

rank #1–#10

Paws Up Resort 18 of 30

rank #1–#5

The Lodge at Whitefish Lake 15 of 30

rank #1–#10

The Ranch at Rock Creek 15 of 30

rank #2–#5

Sage Lodge 12 of 30

rank #3–#9

Chico Hot Springs Resort 9 of 30

rank #4–#9

Montage Big Sky 8 of 30

rank #1–#8

Belton Chalet 7 of 30

rank #5–#10

Glacier National Park 21 of 30

rank #1–#4

Museum of the Rockies 21 of 30

rank #1–#6

Grizzly & Wolf Discovery Center 20 of 30

rank #1–#8

Yellowstone National Park 18 of 30

rank #1–#7

Flathead Lake 17 of 30

rank #3–#12

Lewis and Clark Caverns State Park 17 of 30

rank #3–#13

Missoula 13 of 30

rank #3–#15

Big Sky Resort 12 of 30

rank #5–#13

The Burger Dive 21 of 44

rank #2–#13

The Pickle Barrel 21 of 44

rank #1–#11

Moose’s Saloon 20 of 44

rank #1–#14

Western Cafe 17 of 44

rank #1–#7

Paul’s Pancake Parlor 15 of 44

rank #3–#8

Pork Chop John’s 15 of 44

rank #1–#7

The Notorious P.I.G. BBQ 12 of 44

rank #1–#7

Biga Pizza 11 of 44

rank #1–#8

See more categories

Horn & Cantle 18 of 38

rank #2–#8

Tupelo Grille 17 of 38

rank #2–#11

Plonk 16 of 38

rank #1–#11

Cafe Kandahar 13 of 38

rank #1–#5

Triple Creek Ranch 12 of 38

rank #1–#11

The Keep Restaurant 11 of 38

rank #1–#11

1889 10 of 38

rank #3–#10

Lucca's 10 of 38

rank #4–#8

Makoshika State Park 23 of 34

rank #1–#14

Medicine Rocks State Park 20 of 34

rank #1–#8

Garnet Ghost Town 19 of 34

rank #1–#12

Kootenai Falls and Swinging Bridge 15 of 34

rank #2–#15

Bannack State Park 14 of 34

rank #1–#12

Garden of One Thousand Buddhas 14 of 34

rank #1–#13

Bighorn Canyon National Recreation Area 10 of 34

rank #3–#12

Ringing Rocks 9 of 34

rank #2–#11

KettleHouse 8 of 33

rank #4–#17

Bozeman 6 of 33

rank #1–#6

Farmers markets 6 of 33

rank #4–#11

Sir Scott’s Oasis 6 of 33

rank #1–#11

Joe’s Pasty Shop 5 of 33

rank #3–#8

Missoula 5 of 33

rank #1–#7

Montgomery Distillery 5 of 33

rank #13–#20

Pekin Noodle Parlor 5 of 33

rank #1–#11

Firebrand Hotel 19 of 32

rank #3–#8

The Ranch at Rock Creek 15 of 32

rank #1–#9

Kimpton Armory Hotel 13 of 32

rank #1–#8

The Lark 13 of 32

rank #1–#5

The Murray Hotel 11 of 32

rank #1–#9

Paws Up Resort 9 of 32

rank #1–#8

Sacajawea Hotel 9 of 32

rank #2–#9

The Pollard Hotel 9 of 32

rank #3–#10

Sir Scott’s Oasis 11 of 32

rank #1–#15

Montana Ale Works 10 of 32

rank #1–#10

Montana Club 9 of 32

rank #1–#11

Lucca's 7 of 32

rank #4–#8

The Notorious P.I.G. BBQ 6 of 32

rank #3–#8

Tupelo Grille 6 of 32

rank #3–#13

Western Cafe 6 of 32

rank #1–#10

Polebridge Mercantile 5 of 32

rank #3–#12

Plonk 15 of 32

rank #1–#9

The Pearl Café 12 of 32

rank #1–#10

Tupelo Grille 12 of 32

rank #2–#10

Walkers Grill 11 of 32

rank #3–#13

Horn & Cantle 9 of 32

rank #1–#7

Blackbird Kitchen 8 of 32

rank #1–#7

Cafe Kandahar 8 of 32

rank #2–#8

Lucca's 8 of 32

rank #4–#12

Beartooth Highway 18 of 32

rank #1–#11

Logan Pass and The Big Bend 15 of 32

rank #1–#3

Going-to-the-Sun Road 14 of 32

rank #1–#10

Flathead Lake 12 of 32

rank #3–#15

Grinnell Glacier 11 of 32

rank #2–#5

Hidden Lake Overlook Trail 10 of 32

rank #2–#6

Many Glacier 9 of 32

rank #2–#4

Helena 8 of 32

rank #6–#12

Billings 13 of 31

rank #2–#17

Motel 6 12 of 31

rank #1–#13

Missoula 11 of 31

rank #3–#9

Super 8 11 of 31

rank #1–#14

Bozeman 9 of 31

rank #1–#7

Aero Inn 6 of 31

rank #1–#10

Baymont by Wyndham 5 of 31

rank #3–#9

Boothill Inn & Suites 5 of 31

rank #1–#11

Yellowstone National Park 20 of 31

rank #1–#4

Flathead Lake 18 of 31

rank #2–#8

Glacier National Park 18 of 31

rank #1–#18

Virginia City & Nevada City 14 of 31

rank #3–#9

Beartooth Highway 11 of 31

rank #3–#17

Little Bighorn Battlefield National Monument 11 of 31

rank #3–#15

Lewis and Clark Caverns State Park 10 of 31

rank #3–#10

Bighorn Canyon National Recreation Area 9 of 31

rank #3–#13

Little Bighorn Battlefield National Monument 23 of 31

#1 every time

Fort Benton 20 of 31

rank #2–#11

Grant-Kohrs Ranch National Historic Site 20 of 31

rank #2–#14

Bannack State Park 18 of 31

rank #1–#9

Virginia City & Nevada City 17 of 31

rank #2–#8

Pompeys Pillar National Monument 15 of 31

rank #2–#12

First Peoples Buffalo Jump State Park 12 of 31

rank #1–#8

Butte 10 of 31

rank #4–#12

Big Sky Resort 18 of 30

rank #1–#11

Grouse Mountain Lodge 15 of 30

rank #1–#9

Paws Up Resort 14 of 30

rank #1–#7

Kelly Inn 11 of 30

rank #2–#5

Bozeman 10 of 30

rank #5–#9

Missoula 9 of 30

rank #5–#13

Chico Hot Springs Resort 8 of 30

rank #4–#6

Flathead Lake 8 of 30

rank #2–#8

Livingston 12 of 30

rank #1–#7

Red Lodge 9 of 30

rank #2–#11

Chico Hot Springs Resort 8 of 30

rank #3–#13

Museum of the Plains Indian 8 of 30

rank #2–#13

Fly Fishing 7 of 30

rank #3–#13

Norris Hot Springs 6 of 30

rank #5–#15

Philipsburg 6 of 30

rank #3–#13

Butte 5 of 30

rank #1–#4

Museum of the Rockies 20 of 30

rank #1–#7

C.M. Russell Museum 14 of 30

rank #2–#8

Missoula 10 of 30

rank #1–#9

Montana Historical Society Museum 10 of 30

rank #2–#10

Bozeman 9 of 30

rank #1–#18

Chico Hot Springs Resort 7 of 30

rank #2–#11

Conrad Mansion Museum 7 of 30

rank #1–#12

Yellowstone Art Museum 7 of 30

rank #3–#13

Big Sky Resort 17 of 30

rank #1–#28

Chico Hot Springs Resort 17 of 30

rank #1–#12

Whitefish Mountain Resort 16 of 30

rank #2–#4

Yellowstone National Park 16 of 30

rank #1–#15

Bozeman 14 of 30

rank #3–#23

Glacier National Park 14 of 30

rank #4–#12

Bridger Bowl 13 of 30

rank #3–#8

Norris Hot Springs 12 of 30

rank #5–#16

Where Perplexity's answers about Montana come from

Perplexity cited visitmt.com, Montana's official tourism site, in 19 of 60 answers about Montana (32%, last 90 days).

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

Montana in AI travel recommendations

What this check tells you

Montana's biggest content gap is Glacier National Park, which is strongly underrepresented among AI-perceived themes for the state.

How AI sees Montana

How Montana benchmarks

Presence beyond Montana-specific questions

Top picks by traveler intent

Best Restaurants

Best Luxury Hotels

Must-See Attractions

Best Romantic Hotels

Best Attractions for Families

Best Budget-Friendly Restaurants

Best Fine-Dining Restaurants

Best Hidden Gems

Best Food Experiences

Best Boutique Hotels

Best Local or Traditional Restaurants

Best Restaurants for Couples

Best Viewpoints

Best Budget Hotels

Best Day Trips

Best Historical Attractions

Best Family Hotels

Best Local Experiences

Best Rainy-Day Attractions

Best Winter Experiences

Where Perplexity's answers about Montana come from

Other U.S. destinations TakeScout tracks

San Francisco

Chicago

New Orleans

Miami

New York City