Real ChatGPT answer · index seedVKQCkWiqGKccompleteTravel and hospitality · destinationscomparison

Is it cheaper to use the London underground transit system with an Oyster card or contactless credit card when traveling across multiple zones daily for client visits?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to use the London underground transit system with an Oyster card or contactless credit card when traveling across multiple zones daily for client visits?
1 real search · 1 real-search pass
TfL Oyster contactless fares daily cap 2026 London Underground zones 1-6 pay as you go same fares Oyster contactlessGoogle ↗
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
TfL Oyster contactless fares daily cap 2026 London Underground zones 1-6 pay as you go same fares Oyster contactless Google ↗
  1. Pay as you go · tfl.gov.uk
  2. Fare capping · tfl.gov.uk
  3. Oyster, Contactless and Travelcards · nationalrail.co.uk
  4. Best ways for visitors to pay · tfl.gov.uk

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TfL Oyster contactless fares daily cap 2026 London Underground zones 1-6 pay as you go same fares Oyster contactless
OBSERVED
Google ↗
AI Mode ↗
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