Investigate how Redfin determines its confidence score for home valuations in rural areas with low comparable sales density.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Investigate how Redfin determines its confidence score for home valuations in rural areas with low comparable sales density.
3 real searches · 1 real-search pass
Redfin Estimate confidence score how calculated confidence score rural comparable sales density methodologyGoogle ↗
OBSERVED
Redfin Estimate methodology data confidence score comparable sales rural areasGoogle ↗
OBSERVED
Redfin estimate accuracy rural areas confidence score algorithm property data compsGoogle ↗
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
Redfin Estimate confidence score how calculated confidence score rural comparable sales density methodology Google ↗
Redfin Estimate methodology data confidence score comparable sales rural areas Google ↗
Redfin estimate accuracy rural areas confidence score algorithm property data comps Google ↗
- About the Redfin Estimate · redfin.com
- Buying FAQ · support.redfin.com
- Understanding the Automated Valuation Model · redfin.com
- Redfin Estimate FAQ · support.redfin.com
- About the Redfin Estimate · redfin.com
- Appraisal Accuracy and Automated Valuation Models in Rural Areas | The Journal of Real Estate Finance and Economics · link.springer.com
- Working Paper 18-03: Appraisal Accuracy and Automated Valuation Models in Rural Areas · fhfa.gov
- Final Report of the Small Business Review Panel on the CFPB’s Proposals and Alternatives Under Consideration for the Automated Valuation Model (AVM) Rulemaking · files.consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Redfin Estimate confidence score how calculated confidence score rural comparable sales density methodology OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Redfin Estimate methodology data confidence score comparable sales rural areas OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Redfin estimate accuracy rural areas confidence score algorithm property data comps OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |