Real ChatGPT answer · index seedZZXfbGeFO0YcompleteHome services and improvement · contractors and remodelingbrand
How do Andersen window prices compare to Marvin windows for a complete home window swap in the Midwest?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do Andersen window prices compare to Marvin windows for a complete home window swap in the Midwest?
1 real search · 1 real-search pass
2026 installed replacement window cost Midwest Andersen 400 Series Marvin Essential Elevate Ultimate price comparisonGoogle ↗
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 installed replacement window cost Midwest Andersen 400 Series Marvin Essential Elevate Ultimate price comparison Google ↗
- Supply Only / Product Only · precision-scheduling.com
- Window Replacement Cost & Pricing in Illinois (2026) · modernize.com
- Andersen vs Marvin Windows: Price, Materials & Warranty Compared (2026) · getwindowcost.com
- The Marvin Portfolio · marvin.com
- Andersen Windows Review (2026) · thisoldhouse.com
- Andersen vs Pella vs Marvin: 3-Way Window Comparison (2026) · getwindowcost.com