Real ChatGPT answer · index seedQkVaXkdYCUgcompleteReal estate · moving and relocationhowto

What are the best neighborhood safety apps and walkability score websites to check out before I move into a sketchy part of Philadelphia next week?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best neighborhood safety apps and walkability score websites to check out before I move into a sketchy part of Philadelphia next week?
2 real searches · 1 real-search pass
best neighborhood safety apps Philadelphia crime map official police crime maps statistics 2026Google ↗
OBSERVEDComparison
best walkability score websites Walk Score Philadelphia transit score pedestrian safety toolsGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
best neighborhood safety apps Philadelphia crime map official police crime maps statistics 2026 Google ↗
best walkability score websites Walk Score Philadelphia transit score pedestrian safety tools Google ↗
  1. Citizen · citizen.com
  2. SpotCrime · spotcrime.com
  3. Neighbors · ring.com
  4. Nextdoor · nextdoor.com
  5. Philadelphia Police crime maps and statistics · phillypolice.com
  6. Check Walk Score · walkscore.com
  7. Google Maps · maps.google.com
  8. IWannaWalk · iwannawalk.com
  9. OpenStreetMap · openstreetmap.org
  10. Philadelphia Police interactive map · phillypolice.com
  11. Philadelphia Atlas · atlas.phila.gov
  12. Crime incidents database · data.phila.gov
  13. OpenDataPhilly transportation data · opendataphilly.org
  14. Walk Score Methodology · walkscore.com
  15. How Walk Score Works · walkscore.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best neighborhood safety apps Philadelphia crime map official police crime maps statistics 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
best walkability score websites Walk Score Philadelphia transit score pedestrian safety tools
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1