What outdoor upgrades provide the best return on investment for family homes in today's housing market?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What outdoor upgrades provide the best return on investment for family homes in today's housing market?
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 outdoor projects deck replacement garage door landscaping ROI 2026 housing market Google ↗
National Association of Realtors outdoor remodeling impact report 2023 landscaping patio deck buyer appeal ROI Google ↗
- 5 Outdoor Projects That Pay Off the Most · nar.realtor
- 2023 Remodeling Impact Report: Outdoor Features · gaar.com
- 2025 Cost vs. Value Report · zondahome.com
- CVV Projects · jlconline.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 outdoor projects deck replacement garage door landscaping ROI 2026 housing market OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
National Association of Realtors outdoor remodeling impact report 2023 landscaping patio deck buyer appeal ROI OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |