How can I find protected cycling infrastructure in my metropolitan area instead of just relying on generic mapping apps?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I find protected cycling infrastructure in my metropolitan area instead of just relying on generic mapping apps?
1 real search · 1 real-search pass
Brandon Jackson Mississippi protected bike lanes cycle tracks official bike map GIS data city transportation planGoogle ↗
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
Brandon Jackson Mississippi protected bike lanes cycle tracks official bike map GIS data city transportation plan Google ↗
- OpenStreetMap · openstreetmap.org
- OpenCycleMap · opencyclemap.org
- PeopleForBikes City Ratings · cityratings.peopleforbikes.org
- Strava Metro · metro.strava.com