notitur.com September 30, 2026
Artificial Intelligence1 min read

Your agency is selling AI pixie dust: the hotel list moves

JSBy Joan SanzCurated by Joan Sanz. · September 30, 2026 · Follow on LinkedIn
Voice reading · ~2 min

Americas Great Resorts analysed 1,177 AI-generated answers containing 6,110 hotel appearances, across ten destinations and four engines: ChatGPT, Google AI Mode, Gemini and Copilot. Among the 379 question-and-engine groups with three assessed answers, the recommended hotel lineup changed in 363. That is 95.8%, as reported by Hospitality Net. The repetitions were collected on the same date.

Careful with the easy read. It does not mean every answer is completely different: it takes just one hotel entering or leaving the list to break the match. But the underlying finding is awkward for anyone selling certainties: the AI recommendation, with identical inputs, is not stable. And over something that shifts like this, no agency can promise you a fixed position.

In my view, this is where the serious vendor separates from the one sprinkling glitter. The study does not say AI is useless, it says AI is not a push-button fix. If your agency is selling guaranteed results on ChatGPT or Gemini, ask for the methodology. What you can do: work on reviews, your own content and coherent brand signals. Those are the levers these models read, and they do not change by magic.

Quick questions

What did the study find about AI hotel recommendations?
It analysed 1,177 answers with 6,110 hotel appearances across ten destinations and four engines. In 95.8% of question-and-engine groups, the recommended hotel lineup changed at least once across three answers from the same day.
Does that mean AI recommends hotels at random?
Not exactly. The lineup can shift because a single hotel enters or leaves, not always because the whole answer changed. But it does show the recommendation is not stable with the same inputs.
Which AI engines were evaluated in the analysis?
Four: ChatGPT, Google AI Mode, Gemini and Copilot. Repeated answers were collected on the same date to check whether the hotel lineup stayed identical.
Should I distrust my agency if it promises to position my hotel in AI?
Depends on how it phrases it. If it promises a fixed position or guaranteed results, ask for methodology. AI is not a button: it relies on reviews, your own content and coherent brand signals.
What can a hotel do to appear more in AI answers?
Work on real, recent reviews, build solid owned content and keep brand signals consistent across channels. Those are the levers these models read and they do not change overnight.

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