Real ChatGPT answer · index seedNTs6idgcin0completeTravel and hospitality · travel rewards and pointscommercial
Are airline shopping portals actually worth using for small everyday purchases when trying to earn enough miles for a free domestic ticket?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are airline shopping portals actually worth using for small everyday purchases when trying to earn enough miles for a free domestic ticket?
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
airline frequent flyer domestic award ticket typical miles cost 2026 shopping portal strategy Google ↗
airline shopping portals miles per dollar how they work exclusions tracking stacking credit card rewards 2026 Google ↗
- What Is a Shopping Portal? | The Points Guy · thepointsguy.com
- What Is Stacking in Travel Rewards? | The Points Guy · thepointsguy.com
- The beginners guide to airline shopping portals: How to earn bonus points and miles · thepointsguy.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
airline frequent flyer domestic award ticket typical miles cost 2026 shopping portal strategy OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
airline shopping portals miles per dollar how they work exclusions tracking stacking credit card rewards 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |