What are the top-rated heavy-duty winter tires designed to resist sidewall punctures while navigating unplowed logging roads in sub-zero temperatures?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top-rated heavy-duty winter tires designed to resist sidewall punctures while navigating unplowed logging roads in sub-zero temperatures?
1 real search · 1 real-search pass
best heavy duty winter tires logging roads sidewall puncture resistance aramid reinforced sidewalls Nokian Hakkapeliitta LT3 Outpost nAT Cooper Snow ClawGoogle ↗
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 heavy duty winter tires logging roads sidewall puncture resistance aramid reinforced sidewalls Nokian Hakkapeliitta LT3 Outpost nAT Cooper Snow Claw Google ↗
- Nokian Tyres Hakkapeliitta LT3 / Nokian Tyres · nokiantyres.com
- Nokian Tyres Hakkapeliitta LT3 / Nokian Tyres · na.nokiantyres.com
- Nokian Tyres Outpost / Nokian Tyres · na.nokiantyres.com
- Nokian Tyres Outpost nAT · na.nokiantyres.com
- Bridgestone Blizzak LT Winter LT245/75R16 120/116R E Light Truck Tire · walmart.com