Real ChatGPT answer · index seedYu3AdUsN0qYcompleteTravel and hospitality · flights and airlinesbrand

Are there any reliable alternatives to Expedia for booking cheaper roundtrip business flights to Tokyo for a small team of four without getting trapped by hidden fees?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any reliable alternatives to Expedia for booking cheaper roundtrip business flights to Tokyo for a small team of four without getting trapped by hidden fees?
3 real searches · 1 real-search pass
best alternatives to Expedia business class international flights Google Flights Skyscanner Kayak booking directly airline fees group booking four passengers 2026Google ↗
OBSERVED
airline direct booking business class group travel four passengers Japan Tokyo group sales policy fees changes cancellationsGoogle ↗
OBSERVED
American Express Travel business class booking fees cancellation policies official travel portalGoogle ↗
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
best alternatives to Expedia business class international flights Google Flights Skyscanner Kayak booking directly airline fees group booking four passengers 2026 Google ↗
airline direct booking business class group travel four passengers Japan Tokyo group sales policy fees changes cancellations Google ↗
American Express Travel business class booking fees cancellation policies official travel portal Google ↗
  1. Search Google Flights · google.com
  2. Search KAYAK · kayak.com
  3. Booking and checkout · kayak.com
  4. Search Skyscanner · skyscanner.com
  5. Skyscanner vs. Kayak: Which Finds Cheaper Flights? · going.com
  6. Group Travel · pro.delta.com
  7. ANA Booking Policy · ana.co.jp

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best alternatives to Expedia business class international flights Google Flights Skyscanner Kayak booking directly airline fees group booking four passengers 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
airline direct booking business class group travel four passengers Japan Tokyo group sales policy fees changes cancellations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
American Express Travel business class booking fees cancellation policies official travel portal
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1