Real ChatGPT answer · index seedvYZyudvaOtYcompleteReal estate · renting an apartmentinformational

Can you explain how Trulia neighborhood heatmap tools calculate walkability scores and whether those metrics account for recent commercial developments?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain how Trulia neighborhood heatmap tools calculate walkability scores and whether those metrics account for recent commercial developments?
2 real searches · 1 real-search pass
Trulia neighborhood heat map walkability score methodology data source amenities updates commercial developmentsGoogle ↗
OBSERVEDReason
Trulia walkability heatmap walk score how calculated recent businesses updatesGoogle ↗
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). 2 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
Trulia neighborhood heat map walkability score methodology data source amenities updates commercial developments Google ↗
Trulia walkability heatmap walk score how calculated recent businesses updates Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Trulia neighborhood heat map walkability score methodology data source amenities updates commercial developments
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Trulia walkability heatmap walk score how calculated recent businesses updates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1