Compare the error margins of recent algorithms addressing Zillow estimate accuracy issues against traditional broker-driven CMAs.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the error margins of recent algorithms addressing Zillow estimate accuracy issues against traditional broker-driven CMAs.
2 real searches · 1 real-search pass
recent automated valuation models AVM accuracy error rates Zillow Zestimate 2025 broker comparative market analysis CMA accuracy studyGoogle ↗
OBSERVED
Zillow Zestimate accuracy median error off-market on-market 2025 Zestimate algorithm accuracy metrics compare broker CMA appraisal studiesGoogle ↗
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
recent automated valuation models AVM accuracy error rates Zillow Zestimate 2025 broker comparative market analysis CMA accuracy study Google ↗
Zillow Zestimate accuracy median error off-market on-market 2025 Zestimate algorithm accuracy metrics compare broker CMA appraisal studies Google ↗
- What is a Zestimate? · zillow.com
- What is a Zestimate? · zillow.com
- GAO-25-107201,PROPERTY TECHNOLOGY FOR HOMEBUYING : Products Present Benefits and Risks Amid Evolving Federal Oversight · files.gao.gov
- Putting Accuracy in Context · zillow.com
- Zestimate vs. Reality: Benchmarking Automated Valuations against New York City Assessments · acr-journal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent automated valuation models AVM accuracy error rates Zillow Zestimate 2025 broker comparative market analysis CMA accuracy study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Zillow Zestimate accuracy median error off-market on-market 2025 Zestimate algorithm accuracy metrics compare broker CMA appraisal studies OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |