Real ChatGPT answer · index seedbm6JewJpbGwcompleteTravel and hospitality · flights and airlinescommercial
which search engine provides the most accurate historical price data for predicting when to buy business class tickets to europe
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
which search engine provides the most accurate historical price data for predicting when to buy business class tickets to europe
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
historical airfare price data accuracy business class flights Europe Google Flights Hopper Kayak price prediction 2026 Google ↗
best tools historical flight price data business class airfare Google Flights price history alerts Hopper Skyscanner 2026 Google ↗
- Google Flights · google.com
- KAYAK Flights · kayak.com
- Hopper · hopper.com
- OAG airfare data · oag.com
- "Do I Book at Exactly the Right Time? Airfare Forecast Accuracy Across " by Tenghui Huang, Chih-Chien Chen PhD et al. · oasis.library.unlv.edu
- Do I book at exactly the right time? Airfare forecast accuracy across three price-prediction platforms · ideas.repec.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
historical airfare price data accuracy business class flights Europe Google Flights Hopper Kayak price prediction 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best tools historical flight price data business class airfare Google Flights price history alerts Hopper Skyscanner 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |