Real ChatGPT answer · index seedIjcuK32HhcIcompleteTravel and hospitality · business travelcomparison

Is United Airlines corporate discount actually better than booking economy flights through a third-party travel portal like Expedia when traveling for work?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is United Airlines corporate discount actually better than booking economy flights through a third-party travel portal like Expedia when traveling for work?
3 real searches · 1 real-search pass
United Airlines corporate travel program negotiated fares benefits United for Business official corporate travelGoogle ↗
OBSERVEDComparison
United Airlines ticket purchased through third party Expedia changes refunds airline agency booking official policyGoogle ↗
OBSERVEDConsequence
Expedia for business travel corporate booking support airline tickets changes officialGoogle ↗
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 / navigational33%Comparison33%Consequence33%ReasonDefinitionInstructionYes / 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
United Airlines corporate travel program negotiated fares benefits United for Business official corporate travel Google ↗
United Airlines ticket purchased through third party Expedia changes refunds airline agency booking official policy Google ↗
Expedia for business travel corporate booking support airline tickets changes official Google ↗
  1. Buying a Ticket · transportation.gov
  2. Refunds · transportation.gov
  3. Welcome to United for Business · united.business
  4. United's channel options · united.business
  5. admin.united.business · admin.united.business
  6. United Corporate Preferred · businesstravel.united.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
United Airlines corporate travel program negotiated fares benefits United for Business official corporate travel
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
United Airlines ticket purchased through third party Expedia changes refunds airline agency booking official policy
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Expedia for business travel corporate booking support airline tickets changes official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1