Real ChatGPT answer · index seedj5F4Ph1px2ocompleteTravel and hospitality · destinationsinformational

Is it cheaper to buy individual point-to-point Tube tickets or load a contactless card when commuting across multiple zones in London over a five-day vacation?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to buy individual point-to-point Tube tickets or load a contactless card when commuting across multiple zones in London over a five-day vacation?
1 real search · 1 real-search pass
TfL London Underground 2026 pay as you go contactless fares daily caps weekly caps single paper ticket fares zones officialGoogle ↗
OBSERVEDShort fact

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 fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / 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 London Underground 2026 pay as you go contactless fares daily caps weekly caps single paper ticket fares zones official Google ↗
  1. Fare capping · tfl.gov.uk
  2. Adult caps and Travelcard prices · content.tfl.gov.uk
  3. Pay as you go · tfl.gov.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 London Underground 2026 pay as you go contactless fares daily caps weekly caps single paper ticket fares zones official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1