How do Zillow estimates compare to actual appraisals for homes near newly rated failing schools?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do Zillow estimates compare to actual appraisals for homes near newly rated failing schools?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Zillow Zestimate accuracy median error official Zestimate methodology school ratings home values appraisal comparable sales Google ↗
school quality ratings effect on home prices research school performance housing prices appraisal Google ↗
- What's in a Grade? School Report Cards and the Housing Market · pubs.aeaweb.org
- What is a Zestimate? · zillow.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zillow Zestimate accuracy median error official Zestimate methodology school ratings home values appraisal comparable sales OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
school quality ratings effect on home prices research school performance housing prices appraisal OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |