Real ChatGPT answer · index seedg6BKX5bThQ8completeTravel and hospitality · flights and airlinesbrand

How reliable are the last minute flight deals advertised on travel aggregator sites for family holiday travel?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How reliable are the last minute flight deals advertised on travel aggregator sites for family holiday travel?
3 real searches · 1 real-search pass
travel aggregator advertised flight prices price changes booking final price consumer advice airline ticket family seats baggage officialGoogle ↗
OBSERVED
US Department of Transportation airline ticket price advertising baggage fees family seating booking third party travel agency consumer adviceGoogle ↗
OBSERVED
Google Flights price guarantee booking partner price changes fare availability helpGoogle ↗
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
travel aggregator advertised flight prices price changes booking final price consumer advice airline ticket family seats baggage official Google ↗
US Department of Transportation airline ticket price advertising baggage fees family seating booking third party travel agency consumer advice Google ↗
Google Flights price guarantee booking partner price changes fare availability help Google ↗
  1. Buying a Ticket · transportation.gov
  2. Avoid Scams When You Travel · consumer.ftc.gov
  3. Search Google Flights · google.com
  4. Search Skyscanner · skyscanner.com
  5. Search KAYAK · kayak.com
  6. Search Expedia · expedia.com
  7. Why did the price on KAYAK Explore change once I clicked through? · kayak.com
  8. How KAYAK finds prices · kayak.com
  9. How to find the best fares with Google Flights · support.google.com
  10. Fly Rights · transportation.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
travel aggregator advertised flight prices price changes booking final price consumer advice airline ticket family seats baggage official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
US Department of Transportation airline ticket price advertising baggage fees family seating booking third party travel agency consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Google Flights price guarantee booking partner price changes fare availability help
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1