What specific home improvement projects offer a better return on investment than just replacing an old leaky roof before getting a property evaluated?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific home improvement projects offer a better return on investment than just replacing an old leaky roof before getting a property evaluated?
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 highest return remodeling projects garage door entry door minor kitchen remodel Google ↗
NAR 2025 Remodeling Impact Report projects cost recovery roof replacement home evaluation pre-sale repairs Google ↗
- CVV Projects · jlconline.com
- 2025 Cost vs. Value Report · zondahome.com
- Top Remodeling Projects for Homeowner Satisfaction and Cost Recovery Revealed in NAR Report · nar.realtor
- 2025 Remodeling Impact Report · nari.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 Cost vs Value report highest return remodeling projects garage door entry door minor kitchen remodel OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NAR 2025 Remodeling Impact Report projects cost recovery roof replacement home evaluation pre-sale repairs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |