Real ChatGPT answer · index seed2dpx0BOv8rocompleteReal estate · renting an apartmentbrand

How reliable are the neighborhood safety ratings on NeighborhoodScout compared to local police department crime maps for Atlanta?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How reliable are the neighborhood safety ratings on NeighborhoodScout compared to local police department crime maps for Atlanta?
2 real searches · 1 real-search pass
NeighborhoodScout crime rating methodology data sources crime risk index FBI data methodologyGoogle ↗
OBSERVEDReason
Atlanta Police Department crime map official incident data dashboard Atlanta crime mapsGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
NeighborhoodScout crime rating methodology data sources crime risk index FBI data methodology Google ↗
Atlanta Police Department crime map official incident data dashboard Atlanta crime maps Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NeighborhoodScout crime rating methodology data sources crime risk index FBI data methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Atlanta Police Department crime map official incident data dashboard Atlanta crime maps
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1