Real ChatGPT answer · index seedVPgU5WKuNSocompleteTravel and hospitality · destinationscommercial

How do I buy a single ticket for the London underground using contactless payment without getting charged twice like I did this morning

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I buy a single ticket for the London underground using contactless payment without getting charged twice like I did this morning
1 real search · 1 real-search pass
TfL official contactless payment avoid incomplete journey charged twice same card device maximum fare fare adjustmentsGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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 official contactless payment avoid incomplete journey charged twice same card device maximum fare fare adjustments Google ↗
  1. Pay as you go · tfl.gov.uk
  2. TfL Conditions of Carriage · content.tfl.gov.uk
  3. TfL Contactless Journey History and Account · contactless.tfl.gov.uk
  4. Apply for a refund · tfl.gov.uk
  5. Fare capping · tfl.gov.uk

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TfL official contactless payment avoid incomplete journey charged twice same card device maximum fare fare adjustments
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1