Which winter cycling base layers should I order today with overnight shipping to survive a freezing morning commute in Chicago without freezing my chest off.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which winter cycling base layers should I order today with overnight shipping to survive a freezing morning commute in Chicago without freezing my chest off.
1 real search · 1 real-search pass
best winter cycling base layers windproof chest panel overnight shipping Chicago 2026 availability retailer shippingGoogle ↗
OBSERVEDComparison
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
best winter cycling base layers windproof chest panel overnight shipping Chicago 2026 availability retailer shipping Google ↗
- Shop GripGrab · gripgrab.com
- Shop ASSOS · backcountry.com
- Find Castelli Flanders 2 · backcountry.com