How accurate are the kitchen remodel return on investment calculators provided by Better Homes and Gardens for older homes built in the seventies?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are the kitchen remodel return on investment calculators provided by Better Homes and Gardens for older homes built in the seventies?
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
Better Homes and Gardens kitchen remodel ROI calculator methodology accuracy remodeling cost value report Google ↗
BHG kitchen remodel return on investment calculator Better Homes Gardens calculator Google ↗
- Kitchen Remodel Return on Investment · zillow.com
- What Does a Kitchen Remodel Add in Value? · bhgfinancial.com
- 2025 Cost vs. Value Report · zondahome.com
- Methodology · jlconline.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Better Homes and Gardens kitchen remodel ROI calculator methodology accuracy remodeling cost value report OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
BHG kitchen remodel return on investment calculator Better Homes Gardens calculator OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |