Remodeling Magazine Cost vs Value report vs actual local contractor quotes for kitchen remodel ROI in a starter home neighborhood.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Remodeling Magazine Cost vs Value report vs actual local contractor quotes for kitchen remodel ROI in a starter home neighborhood.
1 real search · 1 real-search pass
2025 2026 Remodeling Cost vs Value report kitchen remodel midrange upscale cost recouped WisconsinGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2025 2026 Remodeling Cost vs Value report kitchen remodel midrange upscale cost recouped Wisconsin Google ↗
- CVV Projects · jlconline.com
- 2025 Cost vs. Value Report · zondahome.com