Real ChatGPT answer · index seedSf8FJ5RSlCQcompleteTravel and hospitality · destinationscomparison

How do I use the Oyster card versus contactless credit cards when riding the London tube today since I am not very tech savvy

ChatGPTgpt-61 query11/1/2026
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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 versus contactless credit cards when riding the London tube today since I am not very tech savvy
1 real search · 1 real-search pass
TfL pay as you go contactless Oyster daily cap same card same device overseas cards 2026 London UndergroundGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
TfL pay as you go contactless Oyster daily cap same card same device overseas cards 2026 London Underground Google ↗
  1. Pay as you go · tfl.gov.uk
  2. Fare capping · tfl.gov.uk
  3. Best ways for visitors to pay · tfl.gov.uk

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TfL pay as you go contactless Oyster daily cap same card same device overseas cards 2026 London Underground
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1