Real ChatGPT answer · index seedr5wVGOvLm2QcompleteTravel and hospitality · destinationscomparison

How do the real-time crowd-sourced tube status apps compare to official TfL data feeds when routing through King's Cross St Pancras during a major transit delay?

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 the real-time crowd-sourced tube status apps compare to official TfL data feeds when routing through King's Cross St Pancras during a major transit delay?
2 real searches · 1 real-search pass
TfL official data API line status disruption feed freshness accuracy developer documentation 2026Google ↗
OBSERVEDConsequence
crowdsourced London Underground disruption apps user reports reliability Citymapper Tube status delays King's Cross St PancrasGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 official data API line status disruption feed freshness accuracy developer documentation 2026 Google ↗
crowdsourced London Underground disruption apps user reports reliability Citymapper Tube status delays King's Cross St Pancras Google ↗
  1. Unified API documentation · tfl.gov.uk
  2. TfL Unified API · push-api-nile.tfl.gov.uk
  3. Data sources · tfl.gov.uk
  4. Methodology · truetubestatus.com
  5. Data · truetubestatus.com
  6. How Delayometer measures a delay · delayometer.london
  7. Delayometer — live Tube, Elizabeth line and DLR status, measured · delayometer.london
  8. King's Cross St. Pancras Underground Station · tfl.gov.uk
  9. King's Cross St. Pancras Underground Station · tfl.gov.uk
  10. TfL live service status · tfl.gov.uk
  11. True Tube Status · truetubestatus.com
  12. Moovit · moovitapp.com
  13. TfL Journey Planner · tfl.gov.uk

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TfL official data API line status disruption feed freshness accuracy developer documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
crowdsourced London Underground disruption apps user reports reliability Citymapper Tube status delays King's Cross St Pancras
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1