Real ChatGPT answer · index seedeF1ZvUbLqRocompleteTravel and hospitality · budget travelcommercial

I need a list of last minute hotel booking apps that actually provide steep discounts for entrepreneurs traveling on a shoestring budget

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a list of last minute hotel booking apps that actually provide steep discounts for entrepreneurs traveling on a shoestring budget
2 real searches · 1 real-search pass
2026 last minute hotel booking apps discounts HotelTonight Hotwire Priceline comparisonGoogle ↗
OBSERVEDComparison
best last minute hotel booking apps steep discounts HotelTonight Hotwire Priceline Express Deals Hopper 2026Google ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 last minute hotel booking apps discounts HotelTonight Hotwire Priceline comparison Google ↗
best last minute hotel booking apps steep discounts HotelTonight Hotwire Priceline Express Deals Hopper 2026 Google ↗
  1. 5 Best Hotel Booking Apps of 2026 · cnbc.com
  2. Frequently Asked Questions · hoteltonight.com
  3. Visit HotelTonight · hoteltonight.com
  4. Save big with Hotwire · hotwire.com
  5. What’s a Hot Rate® Hotel? · helpcenter.hotwire.com
  6. Visit Hotwire · hotwire.com
  7. Visit Priceline · priceline.com
  8. Visit Hopper · hopper.com
  9. Visit Booking.com · booking.com
  10. Visit Agoda · agoda.com
  11. Visit Expedia · expedia.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 last minute hotel booking apps discounts HotelTonight Hotwire Priceline comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
best last minute hotel booking apps steep discounts HotelTonight Hotwire Priceline Express Deals Hopper 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1