Real ChatGPT answer · index seedB7840fd1rPwcompleteRetail and ecommerce · deals and couponsinformational
What are the smartest strategies for timing my hotel bookings to get the deepest discounts for a family trip?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the smartest strategies for timing my hotel bookings to get the deepest discounts for a family trip?
4 real searches · 1 real-search pass
best time to book hotels in advance price tracking refundable reservations family travel booking window 2026Google ↗
OBSERVEDConsequence
hotel prices booking window advance booking last minute discounts cancellation policies family travel adviceGoogle ↗
OBSERVEDConsequence
best time to book hotels advance booking window family vacation refundable rate price tracking 2026Google ↗
OBSERVEDConsequence
hotel booking prices day of week booking timing study advance booking hotel rates cancellation policy family travelGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best time to book hotels in advance price tracking refundable reservations family travel booking window 2026 Google ↗
hotel prices booking window advance booking last minute discounts cancellation policies family travel advice Google ↗
best time to book hotels advance booking window family vacation refundable rate price tracking 2026 Google ↗
hotel booking prices day of week booking timing study advance booking hotel rates cancellation policy family travel Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best time to book hotels in advance price tracking refundable reservations family travel booking window 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
hotel prices booking window advance booking last minute discounts cancellation policies family travel advice OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
best time to book hotels advance booking window family vacation refundable rate price tracking 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
hotel booking prices day of week booking timing study advance booking hotel rates cancellation policy family travel OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |