Real ChatGPT answer · index seedMyQQFAt285IcompleteReal estate · real estate investingcomparison

Can I trust the Zestimate when running comps for a duplex in a rapidly changing neighborhood or should I use paid appraisal software?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can I trust the Zestimate when running comps for a duplex in a rapidly changing neighborhood or should I use paid appraisal software?
2 real searches · 1 real-search pass
Zillow Zestimate accuracy multifamily duplex limitations automated valuation model officialGoogle ↗
OBSERVEDReason
appraisal valuation duplex income approach comparable sales appraisal standards multifamilyGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 multifamily duplex limitations automated valuation model official Google ↗
appraisal valuation duplex income approach comparable sales appraisal standards multifamily Google ↗
  1. Sales Comparison Approach Section of the Appraisal Report · guide-selling.fanniemae.com
  2. Comparable Sales · selling-guide.fanniemae.com
  3. Cost and Income Approach to Value · selling-guide.fanniemae.com
  4. How Accurate Is My Zestimate, and Can I Influence It? · zillow.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Zillow Zestimate accuracy multifamily duplex limitations automated valuation model official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
appraisal valuation duplex income approach comparable sales appraisal standards multifamily
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1