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How accurate are third-party neighborhood safety score websites compared to actual police department precinct crime logs for the Atlanta metropolitan area?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How accurate are third-party neighborhood safety score websites compared to actual police department precinct crime logs for the Atlanta metropolitan area?
3 real searches · 1 real-search pass
Atlanta metro third party neighborhood safety scores methodology CrimeGrade NeighborhoodScout data sources Atlanta police crime logs comparisonGoogle ↗
OBSERVEDComparison
Atlanta Police Department crime data Atlanta Open Data crime dashboard precinct reports methodology incident dataGoogle ↗
OBSERVEDConsequence
Georgia crime data reporting NIBRS local police departments Atlanta metro crime statistics limitationsGoogle ↗
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)
Short factOther / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Atlanta metro third party neighborhood safety scores methodology CrimeGrade NeighborhoodScout data sources Atlanta police crime logs comparison Google ↗
Atlanta Police Department crime data Atlanta Open Data crime dashboard precinct reports methodology incident data Google ↗
Georgia crime data reporting NIBRS local police departments Atlanta metro crime statistics limitations Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Atlanta metro third party neighborhood safety scores methodology CrimeGrade NeighborhoodScout data sources Atlanta police crime logs comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Atlanta Police Department crime data Atlanta Open Data crime dashboard precinct reports methodology incident data
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Georgia crime data reporting NIBRS local police departments Atlanta metro crime statistics limitations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1