Real ChatGPT answer · index seedRK2IAeN3CYccompleteTravel and hospitality · travel planning and itinerariescomparison
Tokyo subway app versus Google Maps for finding the absolute cheapest route between tourist spots without getting lost.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Tokyo subway app versus Google Maps for finding the absolute cheapest route between tourist spots without getting lost.
1 real search · 1 real-search pass
Google Maps Tokyo transit directions fare comparison cheapest route 2026 Tokyo subway app official fare route plannerGoogle ↗
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Google Maps Tokyo transit directions fare comparison cheapest route 2026 Tokyo subway app official fare route planner Google ↗
- Useful Apps | Travel Japan · japan.travel
- Japan transit apps compared: Google Maps, NAVITIME and Yahoo!乗換案内 · tourinjapan.travel
- Fare/Transfer Search · tokyometro.jp
- Google Maps · maps.google.com
- Japan Transit Planner · world.jorudan.co.jp
- How to use the Tokyo subway system - with map | The Official Tokyo Travel Guide, GO TOKYO · gotokyo.org
- Cheap Tickets & IC Cards | The Official Tokyo Travel Guide, GO TOKYO · gotokyo.org
- Tokyo Metro tickets · tokyometro.jp