Real ChatGPT answer · index seedfObrSX2yY1gcompleteAutomotive · car repair and maintenancecomparison

I am looking at a Safelite quote for a cracked windshield versus a local independent glass shop in my city today, which one is actually cheaper and faster.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am looking at a Safelite quote for a cracked windshield versus a local independent glass shop in my city today, which one is actually cheaper and faster.
1 real search · 1 real-search pass
Safelite windshield replacement cost vs independent auto glass shop 2026 same day availability calibration pricingGoogle ↗
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
Safelite windshield replacement cost vs independent auto glass shop 2026 same day availability calibration pricing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Safelite windshield replacement cost vs independent auto glass shop 2026 same day availability calibration pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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