How do I use public transit data to map out a truly car-free commute in Seattle before apartment hunting?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I use public transit data to map out a truly car-free commute in Seattle before apartment hunting?
1 real search · 1 real-search pass
Seattle public transit GTFS data Metro Transit Sound Transit official feeds OneBusAway API pedestrian bike dataGoogle ↗
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
Seattle public transit GTFS data Metro Transit Sound Transit official feeds OneBusAway API pedestrian bike data Google ↗
- King County Metro transit data · kingcounty.gov
- Sound Transit Open Transit Data · soundtransit.org
- Open Transit Data (OTD) | OTD downloads · soundtransit.org
- Washington GTFS directory · data.wsdot.wa.gov
- Seattle bike and scooter-share data · seattle.gov
- Scooter and Bike Share - Data and Permit Information - Transportation · ci.seattle.wa.us