Real ChatGPT answer · index seedJQKoVwHzHHscompleteReal estate · home valuationcommercial

Why do Zillow estimates and actual appraiser valuations differ by so much in up-and-coming school districts around my city?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do Zillow estimates and actual appraiser valuations differ by so much in up-and-coming school districts around my city?
2 real searches · 1 real-search pass
Zillow Zestimate methodology limitations accuracy off market homes officialGoogle ↗
OBSERVED
Fannie Mae appraisal comparable sales school district neighborhood boundaries market value appraisal guidelinesGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Zillow Zestimate methodology limitations accuracy off market homes official Google ↗
Fannie Mae appraisal comparable sales school district neighborhood boundaries market value appraisal guidelines Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Zillow Zestimate methodology limitations accuracy off market homes official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fannie Mae appraisal comparable sales school district neighborhood boundaries market value appraisal guidelines
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1