How reliable are Zillow home value estimates for predicting what a house will actually appraise for in today's shifting housing market?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable are Zillow home value estimates for predicting what a house will actually appraise for in today's shifting housing market?
1 real search · 1 real-search pass
Zillow Zestimate accuracy median error rate on-market off-market 2026 methodology appraisal comparable sales housing marketGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Zillow Zestimate accuracy median error rate on-market off-market 2026 methodology appraisal comparable sales housing market Google ↗
- What is a Zestimate? · zillow.com
- What's in a Zestimate? Navigating online home value estimates · boston.com
- Can an app tell you what a house is worth? · washingtonpost.com