Real ChatGPT answer · index seed2nkC4CqeilscompleteTravel and hospitality · flights and airlinescommercial

Which airlines offer the best upgrade bid programs where passengers actually win with a low bid amount

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which airlines offer the best upgrade bid programs where passengers actually win with a low bid amount
1 real search · 1 real-search pass
airline upgrade bidding low bid success passenger reports minimum bid programs Air Canada Lufthansa TAP Etihad Qatar 2026Google ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
airline upgrade bidding low bid success passenger reports minimum bid programs Air Canada Lufthansa TAP Etihad Qatar 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
airline upgrade bidding low bid success passenger reports minimum bid programs Air Canada Lufthansa TAP Etihad Qatar 2026
OBSERVED
Google ↗
AI Mode ↗
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