Are Redfin housing market heatmaps reliable for figuring out which neighborhoods are actually safe and up and coming for a young family?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Redfin housing market heatmaps reliable for figuring out which neighborhoods are actually safe and up and coming for a young family?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Redfin housing market heatmap data methodology neighborhood crime safety limitations Google ↗
Los Angeles neighborhood crime data official LAPD crime mapping schools walkability family neighborhood resources Google ↗
- Walk Score · walkscore.com
- GreatSchools · greatschools.org
- LAPD NIBRS Offenses Dataset · data.lacity.org
- Crime Mapping and COMPSTAT · lapdonline.org
- Neighborhood Crime Data Doesn’t Belong on Real Estate Sites · redfin.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Redfin housing market heatmap data methodology neighborhood crime safety limitations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Los Angeles neighborhood crime data official LAPD crime mapping schools walkability family neighborhood resources OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |