Nicolas Sitter
AGENTIC|

What AI searches when asked for hotels in Cancún

Before answering a hotel question with web search, an AI assistant rewrites it into one or more searches. These are the searches it actually ran for 11 traveller prompts about Cancún, captured week after week, not autocomplete suggestions.

ChatGPT
201
answers, 1.2 searches each, May 2026 to Nov 2026

Explore by prompt

Percentages are shares of answers. Grok and Gemini were captured on an earlier prompt set, so most current prompts only have ChatGPT.

Best hotels
Luxury
Budget
Families
Couples
Business
Solo
Amenity
Neighbourhood or landmark
Prompt
“best hotels in Cancún”
Answers captured
19
Searches per answer
1.1
Searched the prompt as written
0%
Captured
4 May 2026 to 2 Nov 2026

The searches ChatGPT ran

Most frequent first. “×3” means the same search appeared in three separate answers.

  1. best hotels Cancun luxury family adults only×2
  2. best hotels in Canc\u00fan×2
  3. best hotels in Cancun Mexico 2026 luxury all inclusive family couples hotel zone reviews×1
  4. best hotels in Cancun Mexico luxury all inclusive boutique hotel recommendations 2026×1
  5. best hotels in Cancun Mexico luxury all inclusive family boutique 2026×1
  6. best hotels Cancun luxury all inclusive 2026×1
  7. best hotels in Cancun luxury resorts×1
  8. best hotels Cancun 2026 luxury resorts Hyatt Ziva Nizuc Atelier Le Blanc Hotel Zone×1
  9. best hotels Cancun 2026 luxury all inclusive beachfront×1
  10. best hotels Cancun luxury resorts×1
  11. best hotels Cancun luxury family adults-only×1
  12. best hotels in Cancun 2026 luxury hotels Cancun all inclusive resorts Cancun×1
  13. best hotels in Cancun 2026 luxury resorts Cancun all inclusive top rated Cancun hotels×1
  14. best hotels Cancun Mexico luxury resorts rankings 2026×1
  15. JW Marriott Cancun Resort & Spa address official website×1

Showing 15 of 19 distinct searches.

Words it added to the prompt

luxury74%202653%all37%inclusive37%resorts37%family26%mexico26%adults16%only16%blanc11%boutique11%canc11%nizuc11%reviews11%top11%u00fan11%zone11%address5%atelier5%beachfront5%

Places and names it added

Canc11%

Hotel topics in what it added

All Cancún prompts together

Share of answers whose searches added each topic, counting only words that were not already in the prompt.

What a Cancún hotel page can cover

The topics ChatGPT adds most often here, with what a page can do about each. These are editorial suggestions drawn from the searches, not a measured ranking effect.

  1. Hotel class or style29% of answers

    State your class and style plainly (five-star, boutique, historic) in text and in schema.

  2. A year28% of answers

    Say what is current: this year’s renovations, prices and openings, with dates on the page.

  3. Who it is for21% of answers

    Say who the hotel suits (families, couples, business) and why, with specifics.

  4. Best / top18% of answers

    The engine is looking for lists. Being on the editorial and booking-site lists matters as much as your own page.

  5. Country name15% of answers

    Write the city and country together at least once. Engines disambiguate with the country.

Which hotels get named? The answers behind these searches are tracked in the AI Hotel Landscape for Cancún.

How the searches were captured and cleaned, and what is left out: method and limits. ChatGPT data runs to Nov 2026.