Real ChatGPT answer · index seedNmwY57EURMscompleteRetail and ecommerce · deals and couponsinformational

What is the best way to search for cheap airline tickets without getting scammed by third party travel booking websites

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to search for cheap airline tickets without getting scammed by third party travel booking websites
1 real search · 1 real-search pass
US Department of Transportation advice booking airline tickets third party travel websites verify reservation airline direct booking protectionsGoogle ↗
OBSERVEDInstruction

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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
US Department of Transportation advice booking airline tickets third party travel websites verify reservation airline direct booking protections Google ↗
  1. Search Google Flights · google.com
  2. Search Skyscanner · skyscanner.com
  3. Search KAYAK · kayak.com
  4. Visit Hopper · hopper.com
  5. Delta · delta.com
  6. American Airlines · aa.com
  7. United · united.com
  8. Southwest · southwest.com
  9. Allegiant · allegiantair.com
  10. Spirit · spirit.com
  11. JetBlue · jetblue.com
  12. Avoid Scams When You Travel · consumer.ftc.gov
  13. How to avoid travel website scams · consumer.ftc.gov
  14. Buying a Ticket · transportation.gov
  15. Refunds · transportation.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
US Department of Transportation advice booking airline tickets third party travel websites verify reservation airline direct booking protections
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1