How can I plan a safe urban cycling route across a busy city using tools that factor in bike lanes, bad pavement, and dangerous intersections during rush hour?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I plan a safe urban cycling route across a busy city using tools that factor in bike lanes, bad pavement, and dangerous intersections during rush hour?
1 real search · 1 real-search pass
cycling route planner protected bike lanes pavement surface hazards dangerous intersections rush hour tools Cycle.travel Komoot OpenStreetMap 2026Google ↗
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
cycling route planner protected bike lanes pavement surface hazards dangerous intersections rush hour tools Cycle.travel Komoot OpenStreetMap 2026 Google ↗
- Visit Cycle.travel · cycle.travel
- Visit Komoot · komoot.com
- Visit Google Maps · maps.google.com
- Visit OpenStreetMap · openstreetmap.org
- Explore CyclOSM · cyclosm.org
- Read the guide · nacto.org
- Explore hazard assessment · komoot.com
- Designing Protected Bike Lanes · nacto.org