Can Google Maps or Komoot do a better job at finding low stress bike routes through downtown traffic for a recent college grad who is nervous about city riding?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can Google Maps or Komoot do a better job at finding low stress bike routes through downtown traffic for a recent college grad who is nervous about city riding?
1 real search · 1 real-search pass
Google Maps cycling directions bike lanes route preferences official help Komoot route planner cycling surfaces road types officialGoogle ↗
OBSERVEDReason
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). 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
Google Maps cycling directions bike lanes route preferences official help Komoot route planner cycling surfaces road types official Google ↗
- Use layers to find places, traffic, terrain, biking & transit - Computer · support.google.com
- Route Planner Tips and Tricks · komoot.com