Do inground swimming pools currently add or subtract from property value in suburban neighborhoods according to recent appraisal data
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do inground swimming pools currently add or subtract from property value in suburban neighborhoods according to recent appraisal data
3 real searches · 1 real-search pass
2025 2026 appraisal data inground swimming pool property value suburban homes appraisal contributory value studyGoogle ↗
OBSERVEDReason
Appraisal Institute swimming pools contributory value residential appraisal market analysis poolGoogle ↗
OBSERVEDReason
2025 real estate study swimming pool home value premium suburban neighborhoodsGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2025 2026 appraisal data inground swimming pool property value suburban homes appraisal contributory value study Google ↗
Appraisal Institute swimming pools contributory value residential appraisal market analysis pool Google ↗
2025 real estate study swimming pool home value premium suburban neighborhoods Google ↗
- Realtor.com® Data Shows the "Pool Premium" Is More Than a Pandemic Trend · mediaroom.realtor.com
- Swimming Pools in the Housing Market: A Cooling Trend in Premium, but Still a Hot Commodity · realtor.com
- What the Value! · appraisalinstitute.org
- Neighborhood Section of the Appraisal Report · selling-guide.fanniemae.com
- Uniform Appraisal Dataset (UAD) Aggregate Statistics · fhfa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 appraisal data inground swimming pool property value suburban homes appraisal contributory value study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Appraisal Institute swimming pools contributory value residential appraisal market analysis pool OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 real estate study swimming pool home value premium suburban neighborhoods OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |