Wisconsin'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 Wisconsin'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
Concentration
In Best Luxury Hotels, The American Club, The Pfister Hotel, and Grand Geneva Resort & Spa capture 38.6% of mentions versus the 10% expected if all hotels were recommended evenly.
Concentration
Best Family Hotels shows similar lopsidedness, with Wilderness Resort, Great Wolf Lodge, and Kalahari Resorts & Conventions taking 30.4% of mentions against an expected 8.1%.
Gap
Best Food Experiences is the least concentrated category tracked, with the top 3 picks at 11.4% of mentions versus an expected 3.7%, the smallest gap between actual and even distribution.
Distinctiveness
Door County appears among the top 3 entities in four separate categories: Must-See Attractions, Best Day Trips, Best Food Experiences, and Best Local Experiences.
Generated from this check's dataUpdated Oct 1, 2026
Lead finding
Wisconsin's AI image leans heavily on family-friendly supper clubs, yet its adventure-seeker side—trails, cliffs, and open water—barely registers as a theme.
Wisconsin's strongest signal is a theme gap: outdoor-adventure appeal is notably underrepresented even though AI assistants rate existing themes overwhelmingly positive (96% of 708 mentions). Cross-model agreement is far below the network average, suggesting AI assistants describe the state inconsistently despite a confirmed-open rate above the network norm. Distinctiveness sits right at the network average, meaning Wisconsin's AI narrative is neither more nor less unique than typical destinations. Notably, it surfaced in none of the 12 tracked indirect questions, pointing to a visibility gap outside direct, destination-specific queries.
How AI sees Wisconsin
Across the prompts we've tracked, AI most consistently associates Wisconsin with:
Family-Friendly
fine dining
supper clubs
unique experiences
Budget-Friendly
Cheese curds
family attractions
family vacation
farm-to-table
food culture
German Heritage
local traditions
How Wisconsin benchmarks
Model agreement
Wisconsin3%
Network average9%
Confirmed-open rate
Wisconsin83%
Network average80%
Distinctiveness
Wisconsin10%
Network average10%
Presence rate
Wisconsin0%
Network average10%
Wisconsin's 10% distinctiveness score compares to the 10% network average, on par with the network average in how distinctly AI assistants describe it.
Each metric shows two bars: Wisconsin's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond Wisconsin-specific questions
How often Wisconsin 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
Where AI might be wrong
Ardent
— Best Restaurants(+1 more)Closed
Flagged closed by 1 source, still recommended by Gemini 3.6 Flash and GPT-4o and Perplexity Sonar.
Ardent permanently closed after service on December 31, 2024. Urban Milwaukee’s business listing states: “The business is permanently closed.”
Lambeau Field & Green Bay Packers Hall of Fame24 of 42
rank #2–#15
Apostle Islands National Lakeshore22 of 42
rank #1–#13
Best Romantic Hotels
42 answers
Sundara Inn & Spa29 of 42
rank #1–#9
Canoe Bay24 of 42
rank #1–#14
Grand Geneva Resort & Spa24 of 42
rank #2–#10
The American Club23 of 42
rank #1–#8
The Pfister Hotel21 of 42
rank #2–#12
The Edgewater14 of 42
rank #2–#9
The Osthoff Resort13 of 42
rank #3–#7
White Gull Inn12 of 42
rank #2–#9
Best Attractions for Families
42 answers
Henry Vilas Zoo32 of 42
rank #1–#17
Milwaukee County Zoo32 of 42
rank #1–#10
Discovery World30 of 42
rank #2–#11
Cave of the Mounds28 of 42
rank #3–#19
Wisconsin Dells28 of 42
rank #1–#19
Bay Beach Amusement Park25 of 42
rank #2–#22
Madison Children’s Museum23 of 42
rank #2–#18
Betty Brinn Children’s Museum21 of 42
rank #2–#12
Best Budget-Friendly Restaurants
43 answers
Kopp's Frozen Custard21 of 43
rank #1–#5
The Old Fashioned19 of 43
rank #1–#8
Culver's13 of 43
rank #3–#16
Conejito’s Place12 of 43
rank #1–#10
Ian's Pizza12 of 43
rank #3–#13
Mickey’s Dairy Bar12 of 43
rank #2–#11
Kroll’s West11 of 43
rank #1–#12
Comet Cafe8 of 43
rank #1–#6
See more categories
Best Food Experiences
66 answers
Dane County Farmers' Market40 of 66
rank #1–#24
Ishnala Supper Club36 of 66
rank #1–#12
Kopp's Frozen Custard36 of 66
rank #1–#21
White Gull Inn34 of 66
rank #1–#18
Lakefront Brewery33 of 66
rank #2–#17
Leon’s Frozen Custard32 of 66
rank #2–#21
Pelletier's30 of 66
rank #4–#16
Ellsworth Cooperative Creamery27 of 66
rank #1–#9
Best Local Experiences
61 answers
Carr Valley24 of 61
rank #2–#14
Dane County Farmers' Market23 of 61
rank #2–#20
Door County21 of 61
rank #1–#11
Ellsworth Cooperative Creamery20 of 61
rank #3–#12
Friday Night Fish Fry20 of 61
rank #1–#5
The Driftless Area & Kickapoo Valley Reserve18 of 61
rank #1–#13
The Duck Inn17 of 61
rank #1–#6
Mineral Point15 of 61
rank #5–#14
Best Hidden Gems
58 answers
Mineral Point32 of 58
rank #1–#12
Dr. Evermor’s Forevertron31 of 58
rank #1–#11
Parfrey’s Glen State Natural Area28 of 58
rank #1–#9
Rock Island State Park23 of 58
rank #1–#13
The House on the Rock22 of 58
rank #2–#13
Jurustic Park21 of 58
rank #2–#10
Apostle Islands Ice Caves20 of 58
rank #1–#12
Cave of the Mounds19 of 58
rank #1–#15
Best Budget Hotels
47 answers
Motel 619 of 47
rank #1–#11
Wisconsin Dells16 of 47
rank #1–#10
Super 8 by Wyndham14 of 47
rank #1–#16
AmericInn by Wyndham13 of 47
rank #2–#15
Econo Lodge12 of 47
rank #2–#9
Days Inn11 of 47
rank #2–#12
Black Hawk Motel & Suites10 of 47
rank #1–#12
Open Hearth Lodge10 of 47
rank #1–#10
Best Historical Attractions
45 answers
Aztalan State Park35 of 45
rank #1–#10
Taliesin33 of 45
rank #1–#16
Villa Louis32 of 45
rank #2–#10
Old World Wisconsin31 of 45
rank #1–#12
Circus World Museum30 of 45
rank #2–#14
Wisconsin State Capitol24 of 45
rank #1–#13
Pabst Mansion23 of 45
rank #2–#10
Pendarvis Historic Site16 of 45
rank #3–#10
Best Family Hotels
44 answers
Wilderness Resort32 of 44
rank #1–#7
Great Wolf Lodge29 of 44
rank #1–#3
Landmark Resort19 of 44
rank #5–#10
Kalahari Resorts & Conventions17 of 44
rank #1–#4
Timber Ridge Lodge & Waterpark16 of 44
rank #3–#11
Blue Harbor Resort15 of 44
rank #1–#7
The Abbey Resort15 of 44
rank #4–#11
Grand Geneva Resort & Spa14 of 44
rank #2–#10
Best Day Trips
43 answers
Door County31 of 43
rank #1–#12
Devil's Lake State Park30 of 43
rank #1–#8
Wisconsin Dells26 of 43
rank #1–#7
Lake Geneva22 of 43
rank #1–#10
Madison Children’s Museum21 of 43
rank #1–#10
Cedarburg16 of 43
rank #1–#10
Milwaukee Art Museum16 of 43
rank #1–#9
Taliesin14 of 43
rank #2–#10
Best Fine-Dining Restaurants
43 answers
L'Etoile32 of 43
rank #1–#8
Sanford32 of 43
rank #1–#6
Ardent20 of 43
rank #2–#6
Bacchus19 of 43
rank #2–#11
The Immigrant Restaurant16 of 43
rank #3–#12
Wickman House15 of 43
rank #6–#9
Bartolotta’s Lake Park Bistro11 of 43
rank #1–#8
Fairchild10 of 43
rank #2–#9
Best Local or Traditional Restaurants
43 answers
The Old Fashioned23 of 43
rank #1–#12
Mader's19 of 43
rank #1–#15
White Gull Inn17 of 43
rank #2–#15
Kopp's Frozen Custard13 of 43
rank #1–#13
Ishnala Supper Club12 of 43
rank #1–#10
Lakefront Brewery12 of 43
rank #1–#14
Al Johnson’s Swedish Restaurant9 of 43
rank #3–#13
Solly's Grille8 of 43
rank #4–#17
Best Rainy-Day Attractions
43 answers
Milwaukee Art Museum30 of 43
rank #1–#8
Discovery World23 of 43
rank #1–#17
Milwaukee Public Museum20 of 43
rank #1–#20
Harley-Davidson Museum17 of 43
rank #2–#6
EAA Aviation Museum14 of 43
rank #3–#15
The House on the Rock14 of 43
rank #1–#14
Chazen Museum of Art13 of 43
rank #2–#9
National Railroad Museum12 of 43
rank #2–#13
Best Viewpoints
43 answers
Devil's Lake State Park29 of 43
rank #1–#14
Peninsula State Park26 of 43
rank #1–#7
Grandad Bluff22 of 43
rank #1–#13
Wyalusing State Park21 of 43
rank #1–#12
Holy Hill Basilica20 of 43
rank #2–#15
Rib Mountain20 of 43
rank #1–#14
Apostle Islands National Lakeshore19 of 43
rank #2–#15
Kickapoo Valley Reserve & Wildcat Mountain State Park17 of 43
rank #3–#11
Best Boutique Hotels
42 answers
The Iron Horse Hotel26 of 42
rank #1–#4
The Charmant Hotel23 of 42
rank #1–#10
The Edgewater14 of 42
rank #3–#8
Saint Kate – The Arts Hotel12 of 42
rank #1–#3
The American Club12 of 42
rank #2–#7
White Gull Inn11 of 42
rank #2–#7
The Pfister Hotel9 of 42
rank #2–#6
The Washington House Inn9 of 42
rank #4–#7
Best Restaurants for Couples
42 answers
L'Etoile26 of 42
rank #1–#7
Sanford18 of 42
rank #1–#4
Bartolotta’s Lake Park Bistro15 of 42
rank #1–#8
The Immigrant Restaurant14 of 42
rank #2–#15
Wickman House12 of 42
rank #5–#8
Bacchus11 of 42
rank #1–#4
The Del-Bar11 of 42
rank #1–#12
Harbor House10 of 42
rank #2–#13
Best Winter Experiences
42 answers
Apostle Islands Ice Caves23 of 42
rank #1–#11
Granite Peak21 of 42
rank #1–#6
Wisconsin Dells20 of 42
rank #3–#18
Cascade Mountain16 of 42
rank #1–#5
Door County14 of 42
rank #1–#19
Devil's Head Resort12 of 42
rank #2–#6
American Birkebeiner Trail10 of 42
rank #2–#9
Milwaukee Art Museum10 of 42
rank #10–#20
Where Perplexity's answers about Wisconsin come from
Perplexity cited travelwisconsin.com,
Wisconsin's official tourism site, in
79 of 120 answers about Wisconsin
(66%, last 90 days).
The web domains Perplexity's live search pulled most while answering tracked travel questions about
Wisconsin (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet.
See the network-wide ranking.