Real ChatGPT answer · index seedg2m1ycb5RIocompleteTravel and hospitality · travel planning and itinerariescomparison

Expedia versus Booking.com corporate loyalty programs for a small business owner who books about twenty hotel stays a year for employees

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Expedia versus Booking.com corporate loyalty programs for a small business owner who books about twenty hotel stays a year for employees
3 real searches · 1 real-search pass
Expedia vs Booking.com for Business corporate loyalty program benefits small business 2026Google ↗
OBSERVEDComparison
Expedia business travel program small business corporate travel rewards official Expedia 2026Google ↗
OBSERVEDOther / navigational
Booking.com for Business rewards Genius business travel program official 2026Google ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Expedia vs Booking.com for Business corporate loyalty program benefits small business 2026 Google ↗
Expedia business travel program small business corporate travel rewards official Expedia 2026 Google ↗
Booking.com for Business rewards Genius business travel program official 2026 Google ↗
  1. The Genius loyalty program and Booking.com for Business · help.business.booking.com
  2. Make business travel more rewarding · business.booking.com
  3. One Key Terms and Conditions · expedia.com
  4. One Key Terms and Conditions · expedia.com
  5. Booking.com for Business · help.business.booking.com
  6. Booking.com for Business · business.booking.com
  7. Expedia · expedia.com
  8. How can I get my invoice? · help.business.booking.com
  9. The complete guide to the Expedia Rewards loyalty program · thepointsguy.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Expedia vs Booking.com for Business corporate loyalty program benefits small business 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Expedia business travel program small business corporate travel rewards official Expedia 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Booking.com for Business rewards Genius business travel program official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1