Real ChatGPT answer · index seedbwZx1WhDRy8completeHome services and improvement · contractors and remodelingcommercial
I want to compare Pella versus Andersen replacement windows pricing for a whole-house installation on a single-story home in Texas.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to compare Pella versus Andersen replacement windows pricing for a whole-house installation on a single-story home in Texas.
1 real search · 1 real-search pass
2026 Pella vs Andersen replacement windows installed cost per window Texas whole house 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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Pella vs Andersen replacement windows installed cost per window Texas whole house pricing Google ↗
- Replacement Window Cost in 2026: Real Prices, Examples & What Impacts Cost · pella.com
- How Much Does Window Replacement Cost in Texas? Prices by City · modernize.com
- 2026 Window Replacement Cost Austin & San Antonio · jpexteriorstx.com
- Pella Windows · pella.com
- Andersen Windows · andersenwindows.com
- Windows Cost in Texas (DFW · Houston · Austin · San Antonio) (2026) · promansiding.com