United States in AI travel recommendations
Praised for fine dining and luxury, but AI rarely paints the U.S. as a family destination.
across 50 tracked regions in United States
Latest findings
- Best Local Experiences is Massachusetts's most volatile tracked category this check, with all 183 ranked entities changing position.
- For Best Luxury Hotels in Delaware, The Bellmoor Inn and Spa, Hotel du Pont, and Boardwalk Plaza Hotel together account for 53% of mentions across 9 answers, nearly three times the 19% an even split would produce.
- Best Local Experiences is New Hampshire's most volatile tracked category this check, with all 162 ranked entities changing position.
- For Best Luxury Hotels in Maryland, the top 3 properties - The Ivy Hotel, Inn at Perry Cabin, and Four Seasons Baltimore - hold 42% of mentions across 9 answers, more than three times the 13% an even split would produce.
- Best Local Experiences is Maine's most volatile tracked category this check, with all 123 ranked entities changing position.
How United States compares, rolled up
United States's benchmark numbers averaged across its tracked regions, compared to the network average across all tracked destinations.
Each metric shows two bars: the rolled-up average across United States's tracked destinations and the network average for that metric, so you can see how it compares. See how these scores are calculated.
What this check tells you
In Best Budget Hotels, Motel 6, Red Roof Inn, and Super 8 by Wyndham capture 27.6% of mentions versus the 8.8% they'd get if all budget hotel picks were even.
Best Fine-Dining Restaurants shows the tightest gap between reality and an even spread, with Le Bernardin, The French Laundry, and Alinea taking 21.9% of mentions against an expected 9.4%.
Best Restaurants saw all 52 tracked entities change position between the August 27 and September 3 checks.
Best Food Experiences had the largest entity pool tracked at 134, and every one of them moved between checks.
Despite a 92% confirmed-open rate, AI assistants still leave 'Families' as the most underrepresented theme for the United States.
AI assistants paint the United States as a hub of Fine Dining, Regional Specialties, luxury, and Unique Experiences, with sentiment running overwhelmingly positive at 96% across 823 rated mentions. Yet the ThemeGap analysis flags 'Families' as a clearly underrepresented theme, the strongest signal in current tracking. Cross-model agreement is just 4%, half the 8% network average, showing unusual variance in how different AI systems describe the country. The confirmed-open rate of 92% comfortably beats the 78% network average, but distinctiveness at 20% slightly trails the 22% network average, suggesting the narrative is open and positive yet not maximally unique.
How AI sees United States
Across the prompts we've tracked, AI most consistently associates United States with:
How United States benchmarks
United States's 20% distinctiveness score compares to the 11% network average, trailing the network average in how distinctly AI assistants describe it.
Each metric shows two bars: United States's rate and the network average for that metric, so you can see how it compares. See how these scores are calculated.
Presence beyond United States-specific questions
How often United States 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
- Lombardis — Best Food Experiences Closed
Flagged closed by 1 source, still recommended by Claude Sonnet 5 and GPT-4o.
Lombardi’s Italian Restaurant in Mill Creek, Washington, permanently closed after Aug. 24, 2024; its owners said continued operation was not sustainable.
Source
Top picks by traveler intent
Best Restaurants
Best Luxury Hotels
Must-See Attractions
Best Romantic Hotels
Best Attractions for Families
Best Budget-Friendly Restaurants
See more categories
Best Food Experiences
Best Local or Traditional Restaurants
Best Viewpoints
Best Boutique Hotels
Best Restaurants for Couples
Best Historical Attractions
Best Fine-Dining Restaurants
Best Budget Hotels
Best Family Hotels
Best Rainy-Day Attractions
Best Winter Experiences
Best Day Trips
Best Local Experiences
Where Perplexity's answers about United States come from
The web domains Perplexity's live search pulled most while answering tracked travel questions about United States (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet. See the network-wide ranking.
- nps.gov ↗ 31
- eater.com ↗ 12
- forbes.com ↗ 12