Is it cheaper to buy winter tires now or wait until the first snowstorm hits local auto shops?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to buy winter tires now or wait until the first snowstorm hits local auto shops?
1 real search · 1 real-search pass
winter tire prices seasonal promotions first snowfall demand auto shops 2026Google ↗
OBSERVEDConsequence
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
winter tire prices seasonal promotions first snowfall demand auto shops 2026 Google ↗
- Tire Price Index: September 2026 Edition · tires-easy.com
- When Are the Best Times to Save on Various Car Care Services? · acg.aaa.com