How reliable are the cost versus value reports published online when I am trying to decide which home improvements will actually pay off?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable are the cost versus value reports published online when I am trying to decide which home improvements will actually pay off?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Cost vs Value report methodology limitations regional remodeling resale value report Zonda Remodeling magazine Google ↗
NAR remodeling impact report methodology cost recovery homeowner projects resale value limitations Google ↗
- Methodology · nari.org
- Introduction · nari.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Cost vs Value report methodology limitations regional remodeling resale value report Zonda Remodeling magazine OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NAR remodeling impact report methodology cost recovery homeowner projects resale value limitations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |