Real ChatGPT answer · index seedhsGgVyfzH1EcompleteAutomotive · car reliability and safetyinformational
What is the consensus among automotive engineers regarding studded snow tires versus high-performance studless winter tires when driving a heavy electric vehicle through freezing rain and packed ice?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the consensus among automotive engineers regarding studded snow tires versus high-performance studless winter tires when driving a heavy electric vehicle through freezing rain and packed ice?
3 real searches · 1 real-search pass
studded vs studless winter tires ice braking packed snow engineering test heavy electric vehicle tire load winter tiresGoogle ↗
OBSERVEDComparison
Tire Rack studded vs studless ice braking test winter tires freezing rainGoogle ↗
OBSERVEDComparison
EV winter tires vehicle weight tire grip braking winter driving studded tires technicalGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
studded vs studless winter tires ice braking packed snow engineering test heavy electric vehicle tire load winter tires Google ↗
Tire Rack studded vs studless ice braking test winter tires freezing rain Google ↗
EV winter tires vehicle weight tire grip braking winter driving studded tires technical Google ↗
- An Overview of Studded and Studless Tire Traction and Safety · wsdot.wa.gov
- Survey and Economic Analysis of Pavement Impacts from Studded Tire Use in Alaska · rosap.ntl.bts.gov
- Tire Test Results : Testing Studdable Winter / Snow Tires 2022 · tirerack.com
- The advantages of using winter tires on an EV · michelin.ca
- The Right EV Tires for the Right Weather Conditions · michelin.ca
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
studded vs studless winter tires ice braking packed snow engineering test heavy electric vehicle tire load winter tires OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tire Rack studded vs studless ice braking test winter tires freezing rain OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
EV winter tires vehicle weight tire grip braking winter driving studded tires technical OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |