Real ChatGPT answer · index seedDaE8H1aAxPIcompleteTravel and hospitality · business travelcommercial
Which booking sites currently offer the best cancellation flexibility and corporate discounts for last-minute hotel bookings in New York City
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which booking sites currently offer the best cancellation flexibility and corporate discounts for last-minute hotel bookings in New York City
1 real search · 1 real-search pass
2026 best hotel booking sites flexible cancellation corporate rates last minute business travel New York City Booking.com Expedia Hotels.com Agoda direct hotel corporate rates policiesGoogle ↗
OBSERVEDOther / navigational
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 best hotel booking sites flexible cancellation corporate rates last minute business travel New York City Booking.com Expedia Hotels.com Agoda direct hotel corporate rates policies Google ↗
- The Genius loyalty program and Booking.com for Business · help.business.booking.com
- What’s the difference between Booking.com and Booking.com for Business? · help.business.booking.com
- Booking.com for Business · business.booking.com
- FlexPro Flexible Hotel Cancellation · engine.com
- Engine Pricing Plans For Corporate Hotel Rates · engine.com
- Change of plans? Flex has you covered. · help.engine.com
- Engine · engine.com
- Expedia · expedia.com
- What to Know Before Booking with Hotel Tonight · nerdwallet.com
- Frequently Asked Questions · hoteltonight.com
- HotelTonight · hoteltonight.com
- How Do I Book My Marriott Corporate Rate? · help.marriott.com
- Hilton Honors rates and discounts · hilton.com
- Marriott · marriott.com
- Hilton · hilton.com
- Corporate membership details · publichotels.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best hotel booking sites flexible cancellation corporate rates last minute business travel New York City Booking.com Expedia Hotels.com Agoda direct hotel corporate rates policies OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |