Real ChatGPT answer · index seedba0mgpwA3sgcompleteHome services and improvement · contractors and remodelingcommercial

Looking for recent reviews and pricing for Andersen windows versus Pella because my contractor is coming over tonight to finalize the order.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for recent reviews and pricing for Andersen windows versus Pella because my contractor is coming over tonight to finalize the order.
1 real search · 1 real-search pass
Andersen vs Pella windows recent reviews pricing 2026 installed cost product lines warranty customer reviewsGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Andersen vs Pella windows recent reviews pricing 2026 installed cost product lines warranty customer reviews Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Andersen vs Pella windows recent reviews pricing 2026 installed cost product lines warranty customer reviews
OBSERVED
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