Real ChatGPT answer · index seedQniJyscMqKYcompleteHome services and improvement · contractors and remodelinghowto
How much should a trustworthy contractor charge for labor alone to install Simonton vinyl windows in an average suburban home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much should a trustworthy contractor charge for labor alone to install Simonton vinyl windows in an average suburban home?
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
2026 average labor cost per window vinyl replacement window installation labor only Google ↗
Simonton vinyl replacement window installation labor cost per window contractor Google ↗
- How Much Does It Cost to Install Vinyl Windows in 2026? · fixr.com
- Window Replacement Labor Cost (2026) : RenovCost · renovcost.com
- How Much Do Vinyl Windows Cost? (2026) · homeguide.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 average labor cost per window vinyl replacement window installation labor only OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Simonton vinyl replacement window installation labor cost per window contractor OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |