Can you find recent studies on how flood zone designations impact home values over a ten-year holding period?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you find recent studies on how flood zone designations impact home values over a ten-year holding period?
3 real searches · 1 real-search pass
recent empirical studies flood zone designation FEMA flood maps home values property prices 2020 2026 ten year holding periodGoogle ↗
OBSERVED
flood risk disclosure FEMA Special Flood Hazard Area housing prices repeat sales long term property value studyGoogle ↗
OBSERVED
flood zone designation housing price discount longitudinal repeat sales ten-year holding period academic 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
recent empirical studies flood zone designation FEMA flood maps home values property prices 2020 2026 ten year holding period Google ↗
flood risk disclosure FEMA Special Flood Hazard Area housing prices repeat sales long term property value study Google ↗
flood zone designation housing price discount longitudinal repeat sales ten-year holding period academic study Google ↗
- 10.1073/pnas.2003374118 · doi.org
- Read the full study · pmc.ncbi.nlm.nih.gov
- 10.3390/jrfm15100434 · doi.org
- Read the study · mdpi.com
- 10.1038/s43247-026-03586-w · doi.org
- Read the study · nature.com
- 10.1007/s41885-026-00192-0 · doi.org
- 10.3386/w35516 · doi.org
- Read the working paper · nber.org
- Read the study · ideas.repec.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent empirical studies flood zone designation FEMA flood maps home values property prices 2020 2026 ten year holding period OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
flood risk disclosure FEMA Special Flood Hazard Area housing prices repeat sales long term property value study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
flood zone designation housing price discount longitudinal repeat sales ten-year holding period academic study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |