Real ChatGPT answer · index seedDZ7J5njgI3EcompleteHome services and improvement · contractors and remodelingcomparison
Can you compare the window replacement cost estimator from Window World versus Renewal by Andersen for a standard two-story house?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the window replacement cost estimator from Window World versus Renewal by Andersen for a standard two-story house?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Window World window replacement cost estimator online calculator how it works pricing 2026 Google ↗
Renewal by Andersen window replacement cost estimator online calculator how it works pricing 2026 Google ↗
- Window World Review (2026) · thisoldhouse.com
- Andersen Windows Review (2026) · thisoldhouse.com
- Renewal by Andersen Cost: What Homeowners Actually Pay and Why · thewindowmonitor.com
- Renewal By Andersen Review 2025 (2026) · todayshomeowner.com
- Window World | Request a Quote · windowworld.com
- Pricing for Windows, Doors & Siding · windowworldjoliet.com
- Frequently Asked Questions · pbswindowsdoors.com
- Replacement Windows, Home Window Replacement · renewalbyandersen.homes
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Window World window replacement cost estimator online calculator how it works pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Renewal by Andersen window replacement cost estimator online calculator how it works pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |