Real ChatGPT answer · index seedNSJmttcHFQccompleteTravel and hospitality · flights and airlinescomparison
Which flight search engine offers better filtering for aircraft type and lie-flat seat configurations on transatlantic red-eyes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which flight search engine offers better filtering for aircraft type and lie-flat seat configurations on transatlantic red-eyes?
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
flight search engines filter aircraft type lie-flat seats business class seat configuration aircraft type Google Flights ITA Matrix Kayak 2026 Google ↗
best flight search tool filter lie-flat seats aircraft type transatlantic flights Google ↗
- Search with ITA Matrix · matrix.itasoftware.com
- ITA Matrix: When to Use It and How It Works · nerdwallet.com
- How to use ITA Matrix to search for flights · thepointsguy.com
- Search with Seats.aero · seats.aero
- How Do I Find Lie-Flat “Bed” Seats? · docs.seats.aero
- Seats.aero Award Search Tool: An Expert's Go-To · nerdwallet.com
- How to use Seats.aero to find the best airline award availability · thepointsguy.com
- Search with Google Flights · google.com
- Where to Fly Business Class in Lie-Flat Seats · nerdwallet.com
- Explore & Compare Business Class Deals · google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
flight search engines filter aircraft type lie-flat seats business class seat configuration aircraft type Google Flights ITA Matrix Kayak 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best flight search tool filter lie-flat seats aircraft type transatlantic flights OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |