Real ChatGPT answer · index seedhURsbBhJ70scompleteAutomotive · tireshowto

How do Michelin and Goodyear compare in terms of fuel efficiency and rolling resistance for standard commuter cars today?

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 Michelin and Goodyear compare in terms of fuel efficiency and rolling resistance for standard commuter cars today?
1 real search · 1 real-search pass
Michelin vs Goodyear rolling resistance fuel efficiency commuter tires independent test Defender2 Assurance ComfortDrive 2025 2026Google ↗
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
Michelin vs Goodyear rolling resistance fuel efficiency commuter tires independent test Defender2 Assurance ComfortDrive 2025 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michelin vs Goodyear rolling resistance fuel efficiency commuter tires independent test Defender2 Assurance ComfortDrive 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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