Real ChatGPT answer · index seedkE6Gbs5xznocompleteAutomotive · car accessoriescomparison

Which budget brand of wiper blades has the easiest installation for someone who is not handy and wants to save money on mechanic labor?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which budget brand of wiper blades has the easiest installation for someone who is not handy and wants to save money on mechanic labor?
1 real search · 1 real-search pass
budget wiper blade brands easiest installation simple connector adapter installation reviews Trico Rain-X BoschGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
budget wiper blade brands easiest installation simple connector adapter installation reviews Trico Rain-X Bosch Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
budget wiper blade brands easiest installation simple connector adapter installation reviews Trico Rain-X Bosch
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1