Real ChatGPT answer · index seedVo99lSDeo7AcompleteTravel and hospitality · travel planning and itinerariescommercial

Which major US airlines currently have the best on time performance and customer service ratings for business travelers flying coast to coast?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which major US airlines currently have the best on time performance and customer service ratings for business travelers flying coast to coast?
2 real searches · 1 real-search pass
2025 2026 US airline on-time performance rankings Delta Alaska United American Cirium DOT BTS latest reportGoogle ↗
OBSERVEDReason
2025 airline customer satisfaction rankings US airlines J.D. Power business travelers Delta Alaska United American ACSIGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
2025 2026 US airline on-time performance rankings Delta Alaska United American Cirium DOT BTS latest report Google ↗
2025 airline customer satisfaction rankings US airlines J.D. Power business travelers Delta Alaska United American ACSI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 US airline on-time performance rankings Delta Alaska United American Cirium DOT BTS latest report
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2025 airline customer satisfaction rankings US airlines J.D. Power business travelers Delta Alaska United American ACSI
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1