I need recommendations for the best winter tires to put on a new Toyota RAV4 hybrid to make it practically unstoppable in heavy Michigan snowstorms.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need recommendations for the best winter tires to put on a new Toyota RAV4 hybrid to make it practically unstoppable in heavy Michigan snowstorms.
1 real search · 1 real-search pass
best winter tires SUV Michigan deep snow ice Nokian Hakkapeliitta R5 SUV Michelin X-Ice Snow SUV Blizzak DM-V2 comparisonGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
best winter tires SUV Michigan deep snow ice Nokian Hakkapeliitta R5 SUV Michelin X-Ice Snow SUV Blizzak DM-V2 comparison Google ↗
- Shop Nokian R5 SUV · nokiantires.com
- The New Michelin X-Ice Snow+ Tire is Designed for Improved Braking, Longer Tread Life and Optimized Fuel and EV Range :: Michelin North America, Inc. · michelinmedia.com
- X Ice Snow SUV Vs Hakkapeliitta R5 SUV: Which Is Best? · tire-reviews.com
- Michelin official website · michelinman.com
- Best Snow Tires for the RAV4: Tested Picks and Sizes · ravbuddy.com
- Tire Test Results : Testing Studless Ice & Snow Winter Tires for Crossovers and SUVs · tirerack.com
- Bridgestone official website · bridgestonetire.com
- CR BUYING GUIDE 2026 · scplva-media.s3.amazonaws.com
- Best SUV and 4x4 Winter Premium Touring Tyres - 23 Ranked by Test & Owner Data · tyrereviews.com
- Continental official website · continental-tires.com