How drastically do flood zone designation changes impact the collateral value of real estate used as a small business loan guarantee?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How drastically do flood zone designation changes impact the collateral value of real estate used as a small business loan guarantee?
3 real searches · 1 real-search pass
FEMA flood zone map changes property value mandatory flood insurance lender collateral commercial real estate appraisalGoogle ↗
OBSERVEDConsequence
FEMA mandatory flood insurance requirements federally regulated lenders special flood hazard area commercial propertyGoogle ↗
OBSERVEDReason
flood risk property values study flood zone designation home prices market value researchGoogle ↗
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
FEMA flood zone map changes property value mandatory flood insurance lender collateral commercial real estate appraisal Google ↗
FEMA mandatory flood insurance requirements federally regulated lenders special flood hazard area commercial property Google ↗
flood risk property values study flood zone designation home prices market value research Google ↗
- The effect of information about climate risk on property values · pmc.ncbi.nlm.nih.gov
- Does Information About Climate Risk Affect Property Values? · nber.org
- Real Estate Market Response to Coastal Flood Hazards | Natural Hazards Review · ascelibrary.org
- The Impact of Special Flood Hazard Area Designation on Residential Property Values · journals.sagepub.com
- Working Paper 25-02: Disclosure Dilemmas: How Appraisal Information Reshapes Residential Property Valuations for Mortgage Lending · fhfa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FEMA flood zone map changes property value mandatory flood insurance lender collateral commercial real estate appraisal OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FEMA mandatory flood insurance requirements federally regulated lenders special flood hazard area commercial property OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
flood risk property values study flood zone designation home prices market value research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |