Real ChatGPT answer · index seedOXFclZxMr5IcompleteTravel and hospitality · budget travelinformational
What booking platforms actually show the lowest rates for last minute hotel deals in major business hubs like San Francisco and Austin?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What booking platforms actually show the lowest rates for last minute hotel deals in major business hubs like San Francisco and Austin?
3 real searches · 1 real-search pass
2026 last minute hotel booking apps price comparison HotelTonight Priceline Booking.com Expedia Google HotelsGoogle ↗
OBSERVEDComparison
best last minute hotel booking apps lowest prices HotelTonight Priceline Express Deals Hopper comparison 2026Google ↗
OBSERVEDComparison
San Francisco Austin last minute hotel booking platforms hotel rates fees mobile discounts comparisonGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT3 real searches · gpt-6
2026 last minute hotel booking apps price comparison HotelTonight Priceline Booking.com Expedia Google Hotels Google ↗
best last minute hotel booking apps lowest prices HotelTonight Priceline Express Deals Hopper comparison 2026 Google ↗
San Francisco Austin last minute hotel booking platforms hotel rates fees mobile discounts comparison Google ↗
- What to Know Before Booking with Hotel Tonight · nerdwallet.com
- Frequently Asked Questions · hoteltonight.com
- HotelTonight · hoteltonight.com
- Hotels: Find Cheap Hotel Rooms & Discount Hotels · priceline.com
- Cheapest Hotel Tonight: Same-Day and Last-Minute Booking Deals · shopback.com
- Priceline · priceline.com
- Search for hotels on Google · support.google.com
- Google Hotels · google.com
- Booking.com · booking.com
- Hotels.com · hotels.com
- Hotwire · hotwire.com
- 5 Best Hotel Booking Apps of 2026 · cnbc.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 last minute hotel booking apps price comparison HotelTonight Priceline Booking.com Expedia Google Hotels OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best last minute hotel booking apps lowest prices HotelTonight Priceline Express Deals Hopper comparison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
San Francisco Austin last minute hotel booking platforms hotel rates fees mobile discounts comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |