How can I cross-reference Realtor.com value estimates with current FEMA flood zone data to determine true property risk and valuation impact?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I cross-reference Realtor.com value estimates with current FEMA flood zone data to determine true property risk and valuation impact?
4 real searches · 1 real-search pass
FEMA Flood Map Service Center National Flood Hazard Layer effective map flood zone official property address map limitationsGoogle ↗
OBSERVEDInstruction
Realtor.com home value estimate methodology automated valuation model disclaimerGoogle ↗
OBSERVEDReason
FEMA flood insurance mandatory purchase requirement Special Flood Hazard Area federally regulated mortgage officialGoogle ↗
OBSERVEDOther / navigational
flood risk property values price discount flood zone empirical study housing market United StatesGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
FEMA Flood Map Service Center National Flood Hazard Layer effective map flood zone official property address map limitations Google ↗
Realtor.com home value estimate methodology automated valuation model disclaimer Google ↗
FEMA flood insurance mandatory purchase requirement Special Flood Hazard Area federally regulated mortgage official Google ↗
flood risk property values price discount flood zone empirical study housing market United States Google ↗
- Realtor.com · realtor.com
- FEMA Flood Map Service Center · msc.fema.gov
- FEMA National Flood Hazard Layer · hazards.fema.gov
- FEMA Flood Maps · fema.gov
- 42 U.S.C. § 4012a: Flood insurance purchase and compliance requirements and escrow accounts · uscode.house.gov
- Can the bank force me to buy flood insurance for my mortgage? · helpwithmybank.gov
- The effect of information about climate risk on property values · pmc.ncbi.nlm.nih.gov
- The Price and Distributional Impact of Flood Risk Disclosure: Evidence from US Housing Platforms · nber.org
- FEMA Flood Map Service Center · msc.fema.gov
- First Street · firststreet.org
- NOAA Water Prediction · water.noaa.gov
- FloodSmart · floodsmart.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FEMA Flood Map Service Center National Flood Hazard Layer effective map flood zone official property address map limitations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Realtor.com home value estimate methodology automated valuation model disclaimer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FEMA flood insurance mandatory purchase requirement Special Flood Hazard Area federally regulated mortgage official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
flood risk property values price discount flood zone empirical study housing market United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |