Real ChatGPT answer · index seedfD6cgLKvxR0completeReal estate · home valuationcommercial

Looking at Redfin value vs appraisal discrepancies, which one should my small business trust more when refinancing our primary office building this quarter?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at Redfin value vs appraisal discrepancies, which one should my small business trust more when refinancing our primary office building this quarter?
3 real searches · 1 real-search pass
Redfin Estimate limitations commercial properties not residential official Redfin estimate methodologyGoogle ↗
OBSERVEDReason
commercial real estate refinance appraisal lender requirements USPAP appraisal income sales comparison approach officialGoogle ↗
OBSERVEDComparison
Federal Reserve commercial real estate appraisal guidelines federally related transactions appraisal standardsGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Redfin Estimate limitations commercial properties not residential official Redfin estimate methodology Google ↗
commercial real estate refinance appraisal lender requirements USPAP appraisal income sales comparison approach official Google ↗
Federal Reserve commercial real estate appraisal guidelines federally related transactions appraisal standards Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Redfin Estimate limitations commercial properties not residential official Redfin estimate methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
commercial real estate refinance appraisal lender requirements USPAP appraisal income sales comparison approach official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Federal Reserve commercial real estate appraisal guidelines federally related transactions appraisal standards
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1