Real ChatGPT answer · index seedLhXayf02fzgcompleteTravel and hospitality · business travelcomparison

What is the most reliable last minute transportation app for getting around downtown London safely after dark

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most reliable last minute transportation app for getting around downtown London safely after dark
3 real searches · 1 real-search pass
London UK official transport apps TfL Go night tube safety Uber FREE NOW Bolt availability 2026Google ↗
OBSERVEDOther / navigational
Uber UK safety features share trip emergency assistance officialGoogle ↗
OBSERVEDReason
FREE NOW London taxi app licensed black cabs official safetyGoogle ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
London UK official transport apps TfL Go night tube safety Uber FREE NOW Bolt availability 2026 Google ↗
Uber UK safety features share trip emergency assistance official Google ↗
FREE NOW London taxi app licensed black cabs official safety Google ↗
  1. Best London transport and travel apps for exploring the city · visitlondon.com
  2. Safety · uber.com
  3. Uber UK · uber.com
  4. FREE NOW UK · free-now.com
  5. Download TfL Go · tfl.gov.uk
  6. Safer travel at night · tfl.gov.uk
  7. Travel safe · met.police.uk

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
London UK official transport apps TfL Go night tube safety Uber FREE NOW Bolt availability 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Uber UK safety features share trip emergency assistance official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FREE NOW London taxi app licensed black cabs official safety
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1