Which builder design center upgrades actually offer a good return on investment versus the ones that are totally overpriced supplier traps?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which builder design center upgrades actually offer a good return on investment versus the ones that are totally overpriced supplier traps?
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
2025 Cost vs Value report remodeling projects ROI windows roofing insulation garage door kitchen remodel Google ↗
NAR remodeling impact report buyer preferences kitchen bathrooms flooring energy efficiency home upgrades resale value Google ↗
- CVV Projects · jlconline.com
- 2025 Cost vs. Value Report · zondahome.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 Cost vs Value report remodeling projects ROI windows roofing insulation garage door kitchen remodel OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NAR remodeling impact report buyer preferences kitchen bathrooms flooring energy efficiency home upgrades resale value OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |