Real ChatGPT answer · index seedUqhK6cPiwAkcompleteTravel and hospitality · flights and airlinescommercial
How far in advance should I submit a minimum bid for a business class upgrade to Europe to actually win
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How far in advance should I submit a minimum bid for a business class upgrade to Europe to actually win
1 real search · 1 real-search pass
airline bid upgrade business class Europe when to bid minimum bid timing upgrade auction acceptance window 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
airline bid upgrade business class Europe when to bid minimum bid timing upgrade auction acceptance window 2026 Google ↗
- How does Upgrade Bid work? · cathaypacific.com
- Bid for a Business Class Upgrade · luxair.lu
- How to Bid for Discounted Airline Flight Upgrades · afar.com