Real ChatGPT answer · index seedBW3WnDaymzgcompleteTravel and hospitality · destinationscomparison

How does the Oyster card system work on the London Underground now or is it cheaper to just use my contactless US credit card for everything?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Oyster card system work on the London Underground now or is it cheaper to just use my contactless US credit card for everything?
2 real searches · 1 real-search pass
Transport for London 2026 contactless US bank cards Oyster fares daily cap weekly cap foreign cards fees officialGoogle ↗
OBSERVEDShort fact
TfL contactless and Oyster pay as you go fares caps same price official 2026Google ↗
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 fact50%Other / navigational50%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
Transport for London 2026 contactless US bank cards Oyster fares daily cap weekly cap foreign cards fees official Google ↗
TfL contactless and Oyster pay as you go fares caps same price official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Transport for London 2026 contactless US bank cards Oyster fares daily cap weekly cap foreign cards fees official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
TfL contactless and Oyster pay as you go fares caps same price official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1