Real ChatGPT answer · index seedNvIDe8VnqsocompleteTravel and hospitality · destinationsinformational

How do I use the Oyster card or contactless payment on the London Underground transit system without getting confused by fare zones?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I use the Oyster card or contactless payment on the London Underground transit system without getting confused by fare zones?
2 real searches · 1 real-search pass
TfL Oyster contactless pay as you go touch in touch out fare zones daily cap officialGoogle ↗
OBSERVEDOther / navigational
TfL contactless Oyster daily cap weekly cap same card device airport Heathrow fare zones officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
TfL Oyster contactless pay as you go touch in touch out fare zones daily cap official Google ↗
TfL contactless Oyster daily cap weekly cap same card device airport Heathrow fare zones official Google ↗
  1. Pay as you go · tfl.gov.uk
  2. Visitor Oyster card · tfl.gov.uk
  3. Pay As You Go with Contactless · nationalrail.co.uk
  4. Fare capping · tfl.gov.uk
  5. Best ways for visitors to pay · tfl.gov.uk
  6. TfL: Daily and weekly fare caps · tfl.gov.uk
  7. TfL: Underground maps · tfl.gov.uk

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TfL Oyster contactless pay as you go touch in touch out fare zones daily cap official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
TfL contactless Oyster daily cap weekly cap same card device airport Heathrow fare zones official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1