Does upgrading my sump pump and adding drainage actually improve my home valuation score in flood prone regions according to recent real estate data?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does upgrading my sump pump and adding drainage actually improve my home valuation score in flood prone regions according to recent real estate data?
3 real searches · 1 real-search pass
2025 2026 real estate data home value flood mitigation sump pump drainage improvements appraisal resale value flood prone properties studyGoogle ↗
OBSERVED
FEMA flood mitigation home elevation floodproofing property value real estate appraisal drainage sump pump evidence studyGoogle ↗
OBSERVED
2025 real estate flood risk home prices flood disclosure mitigation improvements valuation studyGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2025 2026 real estate data home value flood mitigation sump pump drainage improvements appraisal resale value flood prone properties study Google ↗
FEMA flood mitigation home elevation floodproofing property value real estate appraisal drainage sump pump evidence study Google ↗
2025 real estate flood risk home prices flood disclosure mitigation improvements valuation study Google ↗
- Capitalizing flood risk protective measures in residential real estate - Kalhoro - Real Estate Economics · onlinelibrary.wiley.com
- Working Paper 25-02: Disclosure Dilemmas: How Appraisal Information Reshapes Residential Property Valuations for Mortgage Lending · fhfa.gov
- Understanding Home Buyer Preferences for Flood Risk and Mitigation in a Flood-Prone Region - Tamara L. Sheldon, Michelle Miro, Sergio Alvarez, 2025 · journals.sagepub.com
- The impact of 2019 changes to Texas' flood disclosure requirements on house prices · fanniemae.com
- Homeowner’s Guide · fema.gov
- Flood Insurance Discounts · floodsmart.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 real estate data home value flood mitigation sump pump drainage improvements appraisal resale value flood prone properties study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FEMA flood mitigation home elevation floodproofing property value real estate appraisal drainage sump pump evidence study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2025 real estate flood risk home prices flood disclosure mitigation improvements valuation study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |