What underlying data sources cause Trulia estimates to lag behind hyper-local market shifts during periods of rapid interest rate volatility?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What underlying data sources cause Trulia estimates to lag behind hyper-local market shifts during periods of rapid interest rate volatility?
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.
ChatGPT real searches (2)
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 home value estimates methodology data sources public records MLS listings sales data update frequency interest rates Google ↗
Zillow Group Trulia estimates AVM data sources property valuations methodology lag local market shifts Google ↗
- Zestimate · trulia.com
- What is a Zestimate? · zillow.com
- Where do the listings on Trulia come from? · support.trulia.com
- Methodology: Home Sales · zillow.com
- Measuring Aggregate Housing Wealth: New Insights from an Automated Valuation Model · federalreserve.gov
- Measuring Aggregate Housing Wealth: New Insights from Machine Learning · federalreserve.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Trulia home value estimates methodology data sources public records MLS listings sales data update frequency interest rates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Zillow Group Trulia estimates AVM data sources property valuations methodology lag local market shifts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |