are electric family SUVs actually reliable in heavy winter snow conditions or should I stick to traditional gas all wheel drive
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
are electric family SUVs actually reliable in heavy winter snow conditions or should I stick to traditional gas all wheel drive
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
electric SUV winter snow performance cold weather range AWD winter tires testing 2025 2026 Google ↗
electric SUV vs gas SUV winter driving traction deep snow ground clearance winter tires Google ↗
- EVs in Winter · evbuyersguide.caa.ca
- EVs in Winter / Minnesota Department of Commerce · mn.gov
- How Well Does the Kia EV9 Drive in the Snow? · cars.com
- What are the top electric all-wheel-drive SUVs I Edmunds · edmunds.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric SUV winter snow performance cold weather range AWD winter tires testing 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
electric SUV vs gas SUV winter driving traction deep snow ground clearance winter tires OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |