Real ChatGPT answer · index seedU8DgQExznrkcompleteAutomotive · car repair and maintenancecomparison

Which wiper blade brand offers the best commercial fleet discount and durability, Bosch or Goodyear, for vehicles facing harsh winters?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which wiper blade brand offers the best commercial fleet discount and durability, Bosch or Goodyear, for vehicles facing harsh winters?
1 real search · 1 real-search pass
Bosch vs Goodyear wiper blades durability winter performance commercial fleet discount fleet purchasing programGoogle ↗
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
Bosch vs Goodyear wiper blades durability winter performance commercial fleet discount fleet purchasing program Google ↗
  1. 10 · boschaftermarket.com
  2. Commercial vehicle wiper blades · boschaftermarket.com
  3. 06 · boschaftermarket.com
  4. Bosch Aftermarket · boschaftermarket.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bosch vs Goodyear wiper blades durability winter performance commercial fleet discount fleet purchasing program
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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