How much does a flood zone home valuation impact the actual resale value of a property over ten years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does a flood zone home valuation impact the actual resale value of a property over ten years?
3 real searches · 1 real-search pass
empirical impact flood zone designation home sale prices resale value flood risk discount over time academic studyGoogle ↗
OBSERVEDReason
FEMA flood map changes property values home prices flood insurance premiums resale value studyGoogle ↗
OBSERVEDReason
Dallas Texas flood zone property values resale flood risk home prices studyGoogle ↗
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). 2 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
empirical impact flood zone designation home sale prices resale value flood risk discount over time academic study Google ↗
FEMA flood map changes property values home prices flood insurance premiums resale value study Google ↗
Dallas Texas flood zone property values resale flood risk home prices study Google ↗
- The effect of information about climate risk on property values · pmc.ncbi.nlm.nih.gov
- The effect of information about climate risk on property values · pubmed.ncbi.nlm.nih.gov
- The Impact of Special Flood Hazard Area Designation on Residential Property Values · journals.sagepub.com
- Flood Risk Discounts: Evidence from Housing Market in Harris County, Texas | Economics of Disasters and Climate Change · doi.org
- Map Changes and Flood Insurance: What Property Owners Need to Know · agents.floodsmart.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
empirical impact flood zone designation home sale prices resale value flood risk discount over time academic study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FEMA flood map changes property values home prices flood insurance premiums resale value study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Dallas Texas flood zone property values resale flood risk home prices study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |