Real ChatGPT answer · index seedzayyiKeH3gMcompleteAutomotive · car reliability and safetycomparison
Living where we get heavy snow, is driving in severe winter weather safer in a Subaru Outback with AWD or a Honda CR-V with winter tires installed?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Living where we get heavy snow, is driving in severe winter weather safer in a Subaru Outback with AWD or a Honda CR-V with winter tires installed?
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
Subaru Outback AWD vs front wheel drive vehicle winter tires braking traction snow comparison testing winter tires AWD Google ↗
Tire Rack winter tires AWD stopping turning snow ice AWD does not help braking Google ↗
- Do You Really Need AWD in the Snow? · consumerreports.org
- Winter Tires vs. All-Season: What the Tests Actually Show · tirerack.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Subaru Outback AWD vs front wheel drive vehicle winter tires braking traction snow comparison testing winter tires AWD OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tire Rack winter tires AWD stopping turning snow ice AWD does not help braking OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |