Real ChatGPT answer · index seedbkP3e5dzVdocompleteTravel and hospitality · destinationsinformational
What is the most cost-effective way to navigate the London Underground using contactless payment versus an Oyster card during peak commuting hours?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost-effective way to navigate the London Underground using contactless payment versus an Oyster card during peak commuting hours?
1 real search · 1 real-search pass
TfL contactless vs Oyster fares peak 2026 daily cap weekly cap peak times pay as you goGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
TfL contactless vs Oyster fares peak 2026 daily cap weekly cap peak times pay as you go Google ↗
- Pay as you go · tfl.gov.uk
- Fare capping · tfl.gov.uk
- Oyster, Contactless and Travelcards · nationalrail.co.uk
- Pay As You Go with Contactless · nationalrail.co.uk
- Flexible travel and fares · tfl.gov.uk
- Fares from 2 March 2025 · tfl.gov.uk
- TfL Fare Capping · tfl.gov.uk