Real ChatGPT answer · index seedoXVsYQecXrUcompleteAutomotive · car repair and maintenancecommercial

Which brand of replacement brake pads offers the best stopping power and longevity for daily commuting around campus

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which brand of replacement brake pads offers the best stopping power and longevity for daily commuting around campus
1 real search · 1 real-search pass
best replacement brake pad brands daily driving ceramic stopping power longevity Akebono Bosch QuietCast Power Stop Z17 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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
best replacement brake pad brands daily driving ceramic stopping power longevity Akebono Bosch QuietCast Power Stop Z17 comparison Google ↗
  1. The Best Brake Pads of 2024 · thedrive.com
  2. Best Ceramic Brake Pad (Review) in 2024 · thedrive.com
  3. AKEBONO PROACT · akebonobrakes.com
  4. Which brake pads are the best brand? · ryansautomi.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best replacement brake pad brands daily driving ceramic stopping power longevity Akebono Bosch QuietCast Power Stop Z17 comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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