Real ChatGPT answer · index seedSEpvvrOX3cgcompleteTravel and hospitality · travel rewards and pointsbrand
What tools are people actually using to find award space on Star Alliance carriers when United and Aeroplan show ghost availability?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools are people actually using to find award space on Star Alliance carriers when United and Aeroplan show ghost availability?
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
2026 tools find Star Alliance award availability ghost space tools Seats.aero AwardFares ExpertFlyer Reddit Google ↗
Reddit Star Alliance phantom award availability United Aeroplan Seats.aero AwardFares ANA LifeMiles tools Google ↗
- seats.aero · seats.aero
- seats.aero · seats.aero
- 10 of the Best Flight Award Search Tools · thriftytraveler.com
- Which award search tool is best? · frequentmiler.com
- awardfares.com · awardfares.com
- Search · awardfares.com
- expertflyer.com · expertflyer.com
- Award & Upgrade Availability Search · expertflyer.com
- ExpertFlyer: Flight Availability, Seat Maps & Award Upgrades · expertflyer.com
- lifemiles.com · lifemiles.com
- Trying to Use Your Miles? The Best Websites for Finding Award Availability · thriftytraveler.com
- ana.co.jp · ana.co.jp
- Don't Rely on Phone Agents or Airline Websites: Here's Which Tools to Use to Find Award Space on Your Own · viewfromthewing.com
- How To Find Airline Partner Award Flight Availability · awardwallet.com
- website · pointsyeah.com
- website · awardtool.com
- website · roame.travel
- website · point.me
- Guide on How to Search for Airline Award Seats · reddit.com
- How to Find Award Flight Availability (Best Tools, 2026) · mileswithmiles.com
- The Best Ways To Search for Star Alliance Award Availability · upgradedpoints.com
- The best websites for searching Star Alliance award availability · thepointsguy.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 tools find Star Alliance award availability ghost space tools Seats.aero AwardFares ExpertFlyer Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Reddit Star Alliance phantom award availability United Aeroplan Seats.aero AwardFares ANA LifeMiles tools OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |