Real ChatGPT answer · index seedQ1Ka9yXt6h4completeAutomotive · tiresinformational

How do Yokohama Geolandar SUV tires compare in price and longevity to Michelin alternatives for a midsize family crossover?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Yokohama Geolandar SUV tires compare in price and longevity to Michelin alternatives for a midsize family crossover?
1 real search · 1 real-search pass
2026 Yokohama Geolandar CV G058 mileage warranty treadwear price vs Michelin Defender2 CrossClimate2 tire warranty pricesGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 Yokohama Geolandar CV G058 mileage warranty treadwear price vs Michelin Defender2 CrossClimate2 tire warranty prices Google ↗
  1. Yokohama Geolandar CV G058 Tire · tirerack.com
  2. Michelin Defender2 · walmart.com
  3. Tire Ratings & Reviews · consumerreports.org
  4. Yokohama GEOLANDAR CV G058 Tires: All-Season… · yokohamatire.com
  5. Yokohama Geolandar CV G058 Tire Review · consumerreports.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Yokohama Geolandar CV G058 mileage warranty treadwear price vs Michelin Defender2 CrossClimate2 tire warranty prices
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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