Real ChatGPT answer · index seedIDj09mG7hn4completeTravel and hospitality · budget travelinformational
What strategies do frequent flyers use to score last minute hotel deals on their smartphones without getting scammed by third party booking sites?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies do frequent flyers use to score last minute hotel deals on their smartphones without getting scammed by third party booking sites?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 2 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
FTC hotel booking third party website scams verify hotel reservation official website travel booking tips Google ↗
hotel last minute booking deals mobile app direct hotel price match loyalty program advice Google ↗
- Official website · hoteltonight.com
- Official website · booking.com
- Official website · expedia.com
- Compare hotel prices · google.com
- Membership details · marriott.com
- Membership details · hilton.com
- Membership details · world.hyatt.com
- How to avoid travel website scams · consumer.ftc.gov
- How to avoid a travel scam this summer · consumer.ftc.gov
- Avoid Scams When You Travel · consumer.ftc.gov
- BBB Tip: Booking a hotel room wisely · bbb.org
- BBB Scam Alert: How to avoid scams when booking a hotel online · bbb.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC hotel booking third party website scams verify hotel reservation official website travel booking tips OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
hotel last minute booking deals mobile app direct hotel price match loyalty program advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |