What current data sources can I scrape to accurately measure how rising HOA fees depress single-family home valuations in gated communities?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What current data sources can I scrape to accurately measure how rising HOA fees depress single-family home valuations in gated communities?
3 real searches · 1 real-search pass
2026 public real estate data sources property sales assessor records HOA fees listing data ATTOM CoreLogic Zillow Research Redfin Data CenterGoogle ↗
OBSERVED
Virginia HOA disclosure resale package fees common interest community records DPOR SCC 2026Google ↗
OBSERVED
FRED mortgage rates Census ACS property tax data FEMA flood risk API real estate valuation researchGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 public real estate data sources property sales assessor records HOA fees listing data ATTOM CoreLogic Zillow Research Redfin Data Center Google ↗
Virginia HOA disclosure resale package fees common interest community records DPOR SCC 2026 Google ↗
FRED mortgage rates Census ACS property tax data FEMA flood risk API real estate valuation research Google ↗
- Download research datasets · zillow.com
- ATTOM Bulk Data Licensing · attomdata.com
- ATTOM API Documentation · api.developer.attomdata.com
- FHFA House Price Index® · fhfa.gov
- Change to Condominium Questions · census.gov
- HOA FEES · data.census.gov
- ACS microdata downloads · census.gov
- Realtor.com research datasets · realtor.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 public real estate data sources property sales assessor records HOA fees listing data ATTOM CoreLogic Zillow Research Redfin Data Center OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Virginia HOA disclosure resale package fees common interest community records DPOR SCC 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FRED mortgage rates Census ACS property tax data FEMA flood risk API real estate valuation research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |