Nicolas Sitter
AGENTIC|

What AI searches when asked for hotels in Auckland

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 Auckland, captured week after week, not autocomplete suggestions.

ChatGPT
198
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 Auckland”
Answers captured
18
Searches per answer
1.2
Searched the prompt as written
22%
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 in Auckland×2
  2. best hotels Auckland×2
  3. best hotels in Auckland New Zealand 2026 luxury boutique waterfront central areas×1
  4. best hotels in Auckland New Zealand 2026 luxury boutique waterfront reviews guide×1
  5. best luxury hotels Auckland New Zealand 2026×1
  6. best hotels in Auckland New Zealand luxury 2026×1
  7. best hotels×1
  8. best hotels in Auckland New Zealand luxury boutique×1
  9. best hotels Auckland New Zealand luxury 2026×1
  10. best hotels Auckland New Zealand luxury hotels 2026×1
  11. best hotels Auckland New Zealand×1
  12. best hotels in Auckland New Zealand luxury hotels Auckland CBD top rated Auckland hotels 2026×1
  13. best hotels in Auckland luxury hotels Auckland central×1
  14. best hotels in Auckland luxury hotels Auckland New Zealand×1
  15. The Hotel Britomart address×1

Showing 15 of 19 distinct searches.

Words it added to the prompt

luxury67%new56%zealand56%202639%boutique17%central11%waterfront11%address6%areas6%britomart6%cbd6%guide6%hyatt6%intercontinental6%park6%rated6%reviews6%top6%

Places and names it added

New56%

Hotel topics in what it added

All Auckland prompts together

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

What a Auckland 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. Country name26% of answers

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

  2. A year18% of answers

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

  3. Hotel class or style15% of answers

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

  4. Neighbourhood and location15% of answers

    Name your neighbourhood and what is walkable from it, in words, not only on a map.

  5. Best / top13% of answers

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

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

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