Real ChatGPT answer · index seedrHSOtUAcE70completeTravel and hospitality · flights and airlinesinformational

How do business class upgrade bids work on Lufthansa and what is the typical minimum amount I should offer for a transatlantic flight?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do business class upgrade bids work on Lufthansa and what is the typical minimum amount I should offer for a transatlantic flight?
2 real searches · 1 real-search pass
site:lufthansa.com Bid Upgrade Lufthansa minimum offer upgrade Business Class termsGoogle ↗
OBSERVED
Lufthansa Bid Upgrade how it works minimum bid transatlantic Business Class 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
site:lufthansa.com Bid Upgrade Lufthansa minimum offer upgrade Business Class terms Google ↗
Lufthansa Bid Upgrade how it works minimum bid transatlantic Business Class 2026 Google ↗
  1. Lufthansa – My Bookings · lufthansa.com
  2. Submit an offer for your upgrade · lufthansa.com
  3. Submit an offer for your upgrade · lufthansa.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:lufthansa.com Bid Upgrade Lufthansa minimum offer upgrade Business Class terms
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Lufthansa Bid Upgrade how it works minimum bid transatlantic Business Class 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1