Is it better to book corporate travel through Expedia or directly on airline websites when looking for the lowest possible rates
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to book corporate travel through Expedia or directly on airline websites when looking for the lowest possible rates
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). 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
Expedia for business corporate travel booking benefits airline direct booking corporate negotiated fares comparison 2026 Google ↗
airline direct booking benefits third party travel agency changes refunds corporate travel official policy Google ↗
- OTA vs Corporate Booking: What's the Real Difference? · engine.com
- Business travel rates & content · corporatetraveler.us
- Expedia.com Expedia Corporate Travel Launches, Providing Companies with Complete Agency Services, while Reducing Overall Costs · expedia.com
- Refunds · transportation.gov
- Refunds · transportation.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Expedia for business corporate travel booking benefits airline direct booking corporate negotiated fares comparison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
airline direct booking benefits third party travel agency changes refunds corporate travel official policy OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |