In Best Boutique Hotels, the top 3 properties capture 72.7% of mentions versus an expected 50% if AI spread recommendations evenly, making it the most concentrated category tracked.
Volatility
Best Hidden Gems saw 69 of 29 tracked entities shift position between checks, the highest churn of any category despite having only 3 answers.
Concentration
For Best Romantic Hotels, Hotel Alex Johnson, Custer State Park, and Spearfish Canyon together take 44.4% of mentions against a 23.1% even-split baseline, showing AI leans hard on a small set of picks.
Volatility
Best Local Experiences moved 51 entities out of 23 tracked, one of the largest single-day swings across all categories.
Generated from this check's dataUpdated Sep 4, 2026
Lead finding
South Dakota's AI narrative skips Badlands National Park entirely, even as 94% of its 495 rated theme mentions are positive.
South Dakota's AI profile centers on ranching heritage, supported by themes like family road-trips, romantic getaways, fine dining, and Native American heritage, all underpinned by a strongly positive 94% sentiment across 495 rated mentions. Despite this positivity, the top finding is a ThemeGap: Badlands National Park, one of the region's most iconic attractions, is missing from AI-generated descriptions. Its confirmed-open rate of 81% edges out the network average of 80%, but distinctiveness sits at just 0%, far below the 10% network average, pointing to a generic AI portrayal. The destination also fails to surface in any of 12 tracked indirect questions, showing minimal presence beyond direct, name-specific queries.
How AI sees South Dakota
Across the prompts we've tracked, AI most consistently associates South Dakota with:
ranching heritage
family road-trip
fine dining
Native American cuisine
Native American heritage
romantic
romantic getaway
affordable dining
affordable food
How South Dakota benchmarks
Confirmed-open rate
South Dakota81%
Network average80%
Distinctiveness
South Dakota0%
Network average10%
Presence rate
South Dakota0%
Network average10%
South Dakota'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: South Dakota's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond South Dakota-specific questions
How often South Dakota 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
The Corn Exchange
— Best Restaurants(+1 more)Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o.
The Corn Exchange Restaurant & Bistro is closed. Food Network lists it as “Closed,” and the former chef-owner says the restaurant closed after 15 years.
Where Perplexity's answers about South Dakota come from
Perplexity cited travelsouthdakota.com,
South Dakota's official tourism site, in
38 of 60 answers about South Dakota
(63%, last 90 days).
The web domains Perplexity's live search pulled most while answering tracked travel questions about
South Dakota (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet.
See the network-wide ranking.