How do I know if a cycling route through the city is actually safe for a beginner who is nervous about sharing the road with cars?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I know if a cycling route through the city is actually safe for a beginner who is nervous about sharing the road with cars?
1 real search · 1 real-search pass
beginner urban cycling route safety protected bike lanes intersections traffic stress guidance Florida bicycle safetyGoogle ↗
OBSERVEDInstruction
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
beginner urban cycling route safety protected bike lanes intersections traffic stress guidance Florida bicycle safety Google ↗
- Bicycle Safety · fdot.gov
- Bicycle Safety: Bike Safety Tips for Kids and Adults · nhtsa.gov
- INFORMED BICYCLING · floridabicycle.org