Real ChatGPT answer · index seedfYGtQBCFBD0completeTravel and hospitality · travel rewards and pointscomparison
I am planning a round the world trip and need to know if Star Alliance or Oneworld has better business class availability for last minute bookings.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am planning a round the world trip and need to know if Star Alliance or Oneworld has better business class availability for last minute bookings.
3 real searches · 1 real-search pass
2026 airline award availability last minute business class Star Alliance oneworld partner inventoryGoogle ↗
OBSERVED
Star Alliance vs oneworld business class award availability last minute partner award seats comparisonGoogle ↗
OBSERVED
airline frequent flyer programs last minute business class award availability close to departure Star Alliance oneworldGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 airline award availability last minute business class Star Alliance oneworld partner inventory Google ↗
Star Alliance vs oneworld business class award availability last minute partner award seats comparison Google ↗
airline frequent flyer programs last minute business class award availability close to departure Star Alliance oneworld Google ↗
- Which Airlines Release Last Minute Award Space? · onemileatatime.com
- Best times to book business-class award flights · thepointsguy.com
- The best websites for searching Oneworld award availability · thepointsguy.com
- Live Award Availability Report by Program · awardtool.com
- Seats.aero · seats.aero
- ExpertFlyer · expertflyer.com
- Air Canada Aeroplan · aeroplan.com
- American Airlines · aa.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 airline award availability last minute business class Star Alliance oneworld partner inventory OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Star Alliance vs oneworld business class award availability last minute partner award seats comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
airline frequent flyer programs last minute business class award availability close to departure Star Alliance oneworld OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |