Why do Zillow home value estimators fail to reflect flood zone risks that my home inspector and local neighborhood maps are warning me about before my closing tomorrow?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do Zillow home value estimators fail to reflect flood zone risks that my home inspector and local neighborhood maps are warning me about before my closing tomorrow?
3 real searches · 1 real-search pass
Zillow Zestimate methodology environmental flood risk factors flood zones limitations FEMA flood maps officialGoogle ↗
OBSERVEDReason
FEMA Flood Map Service Center flood zones mandatory flood insurance lender Special Flood Hazard Area officialGoogle ↗
OBSERVEDOther / navigational
CFPB home purchase flood insurance flood zone closing lender flood determination officialGoogle ↗
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
Zillow Zestimate methodology environmental flood risk factors flood zones limitations FEMA flood maps official Google ↗
FEMA Flood Map Service Center flood zones mandatory flood insurance lender Special Flood Hazard Area official Google ↗
CFPB home purchase flood insurance flood zone closing lender flood determination official Google ↗
- What questions should I ask about flood and disaster risk when buying a house? · consumerfinance.gov
- What is my Flood Zone · floodsmart.gov
- Understanding the Limitations of Flood Insurance Rate Maps and Flood Insurance Study Reports · mass.gov
- FEMA Flood Map Service Center · msc.fema.gov
- How Accurate Is My Zestimate, and Can I Influence It? · zillow.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zillow Zestimate methodology environmental flood risk factors flood zones limitations FEMA flood maps official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FEMA Flood Map Service Center flood zones mandatory flood insurance lender Special Flood Hazard Area official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB home purchase flood insurance flood zone closing lender flood determination official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |