Real ChatGPT answer · index seedGi8y8TFlanEcompleteReal estate · buying a homecomparison

How does the Zillow estimate compare to actual appraisal values in rapidly changing housing markets like Austin Texas over the past six months?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Zillow estimate compare to actual appraisal values in rapidly changing housing markets like Austin Texas over the past six months?
3 real searches · 1 real-search pass
Austin Texas housing market trends home prices inventory 2026 six months October 2026 Zillow Zestimate accuracy appraisal gapGoogle ↗
OBSERVED
Zillow Zestimate median error rate on-market off-market methodology appraisal not substitute officialGoogle ↗
OBSERVED
Austin real estate market September 2026 home prices sales inventory appraisal valuesGoogle ↗
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
Austin Texas housing market trends home prices inventory 2026 six months October 2026 Zillow Zestimate accuracy appraisal gap Google ↗
Zillow Zestimate median error rate on-market off-market methodology appraisal not substitute official Google ↗
Austin real estate market September 2026 home prices sales inventory appraisal values Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Austin Texas housing market trends home prices inventory 2026 six months October 2026 Zillow Zestimate accuracy appraisal gap
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Zillow Zestimate median error rate on-market off-market methodology appraisal not substitute official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Austin real estate market September 2026 home prices sales inventory appraisal values
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1