Real ChatGPT answer · index seednv2oTAsJyDAcompleteAutomotive · tirescomparison

Can you compare Michelin versus Goodyear reviews to help me figure out which brand is safer for a daily highway commuter who knows nothing about cars

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Michelin versus Goodyear reviews to help me figure out which brand is safer for a daily highway commuter who knows nothing about cars
1 real search · 1 real-search pass
Michelin vs Goodyear tire reviews independent testing wet braking hydroplaning tread life highway commuting 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 tire reviews independent testing wet braking hydroplaning tread life highway commuting 2025 2026 Google ↗
  1. Consumer Reports · reprints.theygsgroup.com
  2. Best Tire Brands, Tested and Ranked · consumerreports.org
  3. Goodyear vs Michelin: Which Tyre Brand is Better? · tyrereviews.com
  4. Best car tyres 2025: evo tyre test · evo.co.uk

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michelin vs Goodyear tire reviews independent testing wet braking hydroplaning tread life highway commuting 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1