How accurate are Zillow Zestimates compared to recent comparable sales in suburban neighborhoods where home prices fluctuate quite a bit.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are Zillow Zestimates compared to recent comparable sales in suburban neighborhoods where home prices fluctuate quite a bit.
1 real search · 1 real-search pass
Zillow Zestimate accuracy median error on-market off-market 2026 methodology comparable sales volatile marketsGoogle ↗
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 on-market off-market 2026 methodology comparable sales volatile markets Google ↗
- What is a Zestimate? · zillow.com
- PART I Item 1. Business. Overview We are reimag · sec.gov