We run our delivery vans in heavy snow regions; should we invest in dedicated winter tires or stick to three-peak mountain snowflake rated all-seasons?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We run our delivery vans in heavy snow regions; should we invest in dedicated winter tires or stick to three-peak mountain snowflake rated all-seasons?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
dedicated winter tires vs all weather 3PMSF snow braking ice performance fleet vans tire industry test Google ↗
NHTSA winter tires cold weather tire performance 3PMSF severe snow rating commercial vans Google ↗
- Choosing the Best Winter/Snow Truck Tire · consumerreports.org
- Tire Test Results : All-Weather vs. Winter Tires: The Definitive Test · tirerack.com
- All-Weather vs. Winter Tires: The Definitive Test · tirerack.com
- Tire Safety Ratings and Awareness | TireWise · nhtsa.gov
- 20_JC_OM_EN_USC_t.pdf · static.nhtsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dedicated winter tires vs all weather 3PMSF snow braking ice performance fleet vans tire industry test OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHTSA winter tires cold weather tire performance 3PMSF severe snow rating commercial vans OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |