Real ChatGPT answer · index seed9DvZb0nusqUcompleteAutomotive · car repair and maintenanceinformational

Is it cheaper to buy my own wiper blades from Walmart and put them on myself or just pay the service center to do it?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to buy my own wiper blades from Walmart and put them on myself or just pay the service center to do it?
1 real search · 1 real-search pass
Walmart windshield wiper blade prices installation service center typical cost 2026Google ↗
OBSERVEDShort fact

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 fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / 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
Walmart windshield wiper blade prices installation service center typical cost 2026 Google ↗
  1. Windshield Wiper Blades · walmart.com
  2. Who puts on wiper blades for free? · ryansautomi.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Walmart windshield wiper blade prices installation service center typical cost 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1