How do local security gate installations and neighborhood crime statistics influence commercial property valuations in suburban Houston master-planned communities?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do local security gate installations and neighborhood crime statistics influence commercial property valuations in suburban Houston master-planned communities?
3 real searches · 1 real-search pass
Houston suburban master planned communities commercial real estate valuation crime security gated access property values appraisal capitalization ratesGoogle ↗
OBSERVEDReason
Houston Texas crime statistics neighborhood data Harris County Fort Bend Montgomery County official crime data commercial propertyGoogle ↗
OBSERVEDReason
gated communities property values commercial accessibility security gates research real estate valuationGoogle ↗
OBSERVEDComparison
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
Houston suburban master planned communities commercial real estate valuation crime security gated access property values appraisal capitalization rates Google ↗
Houston Texas crime statistics neighborhood data Harris County Fort Bend Montgomery County official crime data commercial property Google ↗
gated communities property values commercial accessibility security gates research real estate valuation Google ↗
- Monthly Crime Data by Street and Police Beat · houstontx.gov
- Crime Statistics Disclaimer · houstontx.gov
- Gates, guards and patrols: impacts of community security features on home values · sciencedirect.com
- Gates, guards and patrols: impacts of community security features on home values · scholarscommons.fgcu.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Houston suburban master planned communities commercial real estate valuation crime security gated access property values appraisal capitalization rates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Houston Texas crime statistics neighborhood data Harris County Fort Bend Montgomery County official crime data commercial property OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
gated communities property values commercial accessibility security gates research real estate valuation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |