State of AI Travel — October 2026
A dated snapshot of what TakeScout's tracked AI observations currently show — every number below is computed, not written.
As of October 16, 2026.
This is the immutable October 2026 edition — its numbers are frozen as published and won't change. See the latest edition.
Observing since July 23, 2026 (~12 weeks).
Six benchmarks
AI assistants agreed on the same top recommendation in 11% of 7,437 comparable traveler questions, as of October 16, 2026.
Quorum-tolerant measure — a question counts once at least 3 of 4 assistants gave a clear top pick, across 124 destinations. Full breakdown.
77.4% of places AI recommends are confirmed still open as of our latest check.
Among the ~20,742 places observed often enough to check consistently (10+ independent observations), 81% are referred to by more than one name across AI answers.
Scoped to places with enough observations to check consistently — not the full 136,179-place network. How we track this.
AI travel advice is overwhelmingly positive — under 3.4 in 1,000 statements about a place are negative.
AI continues to recommend 700 permanently closed and 177 temporarily closed businesses. Full report.
tripadvisor.com accounts for 10.0% of citations — more than Reddit, Expedia, and Michelin Guide combined.
Based on Perplexity citations — currently the only assistant that exposes its sources to us, last 90 days of data.
What's changing
Naming
Among the places TakeScout has observed enough to check consistently — 20,742 of the full 136,179-place network — 81% are called more than one thing across different AI answers. This reflects places we've observed often enough to check, not the whole network; places with only a handful of observations aren't included because there isn't enough signal yet to tell a real naming inconsistency from a one-off phrasing.
Sentiment
95% of the statements AI assistants make about a place are positive, and well under 1% are negative. AI travel advice essentially doesn't voice criticism — a place with real, well-known drawbacks still gets described the same way as one without.
Sources
tripadvisor.com leads every other site AI's search draws on for travel answers, at 10.0% of citations. This is based on Perplexity citations only — currently the only assistant that exposes its sources to us — over the last 90 days of data.
What AI agrees about
Tracked destinations with the highest cross-model agreement (at least 4 comparable questions each).
- Nashville 37% agree
The assistants landed on the same top pick in 22 of 60 comparable questions.
- Ottawa 37% agree
The assistants landed on the same top pick in 22 of 60 comparable questions.
- Atlanta 28% agree
The assistants landed on the same top pick in 17 of 60 comparable questions.
- Edmonton 28% agree
The assistants landed on the same top pick in 17 of 60 comparable questions.
- Milwaukee 25% agree
The assistants landed on the same top pick in 15 of 60 comparable questions.
- Regina 23% agree
The assistants landed on the same top pick in 14 of 60 comparable questions.
- Toronto 22% agree
The assistants landed on the same top pick in 13 of 60 comparable questions.
- Victoria 22% agree
The assistants landed on the same top pick in 13 of 60 comparable questions.
What AI disagrees about
Tracked destinations with the lowest cross-model agreement (at least 4 comparable questions each).
- Sherbrooke 0% agree
The assistants landed on the same top pick in 0 of 60 comparable questions.
- Mississippi 0% agree
The assistants landed on the same top pick in 0 of 60 comparable questions.
- Medicine Hat 0% agree
The assistants landed on the same top pick in 0 of 60 comparable questions.
- Brandon 0% agree
The assistants landed on the same top pick in 0 of 60 comparable questions.
- Iowa 2% agree
The assistants landed on the same top pick in 1 of 60 comparable questions.
- New York 2% agree
The assistants landed on the same top pick in 1 of 60 comparable questions.
- North Carolina 2% agree
The assistants landed on the same top pick in 1 of 60 comparable questions.
- Canada 2% agree
The assistants landed on the same top pick in 1 of 59 comparable questions.
What sources AI rely on
Based on Perplexity citations only — the only assistant that currently exposes sources — last 90 days of data. Full breakdown.
- tripadvisor.com ↗ 22,622 citations
- expedia.com ↗ 5,364 citations
- hotels.com ↗ 4,124 citations
- opentable.com ↗ 4,047 citations
- reddit.com ↗ 3,738 citations
- guide.michelin.com ↗ 3,284 citations
- tripadvisor.ca ↗ 3,037 citations
- nps.gov ↗ 2,574 citations
- getyourguide.com ↗ 2,453 citations
- travelocity.com ↗ 1,950 citations
Most visible destinations
Ranked by composite score at the time this edition was published. How the score works.
Official tourism sites in Perplexity's answers
How often Perplexity cites a destination's own official tourism site in its answers about it — compared only with destinations of the same kind. Perplexity only: the only assistant we track that shows its sources. Counts answers where its citations were captured, last 90 days; the official site's subdomains included; destinations with at least 20 such answers.
Cities
The median official site was cited in 52% of answers, across 57 cities.
Most cited
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quebec-cite.com cited in 99 of 120 answers (83%)
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mtl.org cited in 98 of 120 answers (82%)
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whistler.com cited in 89 of 117 answers (76%)
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miamiandbeaches.com cited in 90 of 120 answers (75%)
-
sandiego.org cited in 90 of 120 answers (75%)
Least cited
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nyctourism.com cited in 22 of 119 answers (18%)
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destinationmonctondieppe.ca cited in 26 of 112 answers (23%)
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sherbrookevibrante.ca cited in 28 of 117 answers (24%)
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visitmusiccity.com cited in 27 of 111 answers (24%)
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choosechicago.com cited in 32 of 118 answers (27%)
States and provinces
The median official site was cited in 51% of answers, across 62 states and provinces.
Most cited
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visitmississippi.org cited in 90 of 120 answers (75%)
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virginia.org cited in 90 of 120 answers (75%)
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travelyukon.com cited in 84 of 116 answers (72%)
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tourismpei.com cited in 83 of 115 answers (72%)
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ndtourism.com cited in 86 of 120 answers (72%)
Least cited
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visitindiana.com cited in 16 of 120 answers (13%)
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supernaturalbc.com cited in 27 of 176 answers (15%)
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alabama.travel cited in 39 of 180 answers (22%)
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visitnj.org cited in 28 of 120 answers (23%)
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iloveny.com cited in 31 of 120 answers (26%)
Biggest movers
Trend data is still accumulating — biggest movers will appear starting with the next edition.
Methodology
Every number on this page is computed directly from TakeScout's tracked AI observations. Full methodology · How to measure AI visibility for a destination.
Previous editions
- September 2026 — published September 16, 2026