Real ChatGPT answer · index seedy0O3fUBFpZ0completeTravel and hospitality · flights and airlineslocal

Where can I find the cheapest business class upgrade bids for international flights originating from Denver for our upcoming trade show trip?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I find the cheapest business class upgrade bids for international flights originating from Denver for our upcoming trade show trip?
2 real searches · 1 real-search pass
2026 business class upgrade bidding programs airline upgrade auctions international flights Denver DEN Lufthansa Air Canada Icelandair Condor Aer LingusGoogle ↗
OBSERVEDComparison
airline official upgrade bidding programs Plusgrade Denver international flights business class upgrade auction how it works 2026Google ↗
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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
2026 business class upgrade bidding programs airline upgrade auctions international flights Denver DEN Lufthansa Air Canada Icelandair Condor Aer Lingus Google ↗
airline official upgrade bidding programs Plusgrade Denver international flights business class upgrade auction how it works 2026 Google ↗
  1. Submit an offer for your upgrade · lufthansa.com
  2. Condor Upgrade · condor.com
  3. webcheckin.aerlingus.com · webcheckin.aerlingus.com
  4. Bid for your upgrade · discover-airlines.com
  5. How to Bid for Discounted Airline Flight Upgrades · afar.com
  6. ExpertFlyer · expertflyer.com
  7. Google Flights · google.com
  8. Plusgrade · plusgrade.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 business class upgrade bidding programs airline upgrade auctions international flights Denver DEN Lufthansa Air Canada Icelandair Condor Aer Lingus
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
airline official upgrade bidding programs Plusgrade Denver international flights business class upgrade auction how it works 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1