Why do Zillow estimate accuracy issues keep plaguing the Midwest market where my real estate investment firm currently operates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do Zillow estimate accuracy issues keep plaguing the Midwest market where my real estate investment firm currently operates?
3 real searches · 1 real-search pass
Zillow Zestimate accuracy methodology median error rate on-market off-market data limitations renovations property recordsGoogle ↗
OBSERVED
Midwest housing markets home age housing stock transaction volume appraisal automated valuation model accuracy researchGoogle ↗
OBSERVED
Zillow Zestimate methodology public records user submitted data comparable sales accuracy limitationsGoogle ↗
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
Zillow Zestimate accuracy methodology median error rate on-market off-market data limitations renovations property records Google ↗
Midwest housing markets home age housing stock transaction volume appraisal automated valuation model accuracy research Google ↗
Zillow Zestimate methodology public records user submitted data comparable sales accuracy limitations Google ↗
- What is a Zestimate? · zillow.com
- Home Value Estimates: Understanding Their Purposes And Evaluating Their Results · zillow.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zillow Zestimate accuracy methodology median error rate on-market off-market data limitations renovations property records OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Midwest housing markets home age housing stock transaction volume appraisal automated valuation model accuracy research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Zillow Zestimate methodology public records user submitted data comparable sales accuracy limitations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |