How do localized crime maps from public websites impact online home valuations and what can I do to correct false perceptions about my block?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do localized crime maps from public websites impact online home valuations and what can I do to correct false perceptions about my block?
3 real searches · 1 real-search pass
how automated home valuation models use neighborhood data crime data AVM methodology limitations Zillow ZestimateGoogle ↗
OBSERVED
public crime maps accuracy geocoding incident dates limitations police data crime mappingGoogle ↗
OBSERVED
FBI Crime Data Explorer data limitations local crime statistics reportingGoogle ↗
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
how automated home valuation models use neighborhood data crime data AVM methodology limitations Zillow Zestimate Google ↗
public crime maps accuracy geocoding incident dates limitations police data crime mapping Google ↗
FBI Crime Data Explorer data limitations local crime statistics reporting Google ↗
- Privacy in the Information Age: A Guide for Sharing Crime Maps and Spatial Data · ojp.gov
- Survey and Evaluation of Online Crime Mapping Companies · ojp.gov
- The Fed - How Can We Measure the Value of a Home? Comparing Model-Based Estimates with Owner-Occupant Estimates · federalreserve.gov
- GAO-25-107201,PROPERTY TECHNOLOGY FOR HOMEBUYING : Products Present Benefits and Risks Amid Evolving Federal Oversight · files.gao.gov
- Do Automated Valuation Models Reinforce Disparities in Home Values? · urban.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how automated home valuation models use neighborhood data crime data AVM methodology limitations Zillow Zestimate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
public crime maps accuracy geocoding incident dates limitations police data crime mapping OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FBI Crime Data Explorer data limitations local crime statistics reporting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |