Real ChatGPT answer · index seedtYUXObj64OEcompleteReal estate · home valuationcomparison

What specific valuation adjustments do VA-approved appraisers apply when a suburban Atlanta property features an unpermitted accessory dwelling unit?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What specific valuation adjustments do VA-approved appraisers apply when a suburban Atlanta property features an unpermitted accessory dwelling unit?
3 real searches · 1 real-search pass
VA Lenders Handbook unpermitted accessory dwelling unit appraisal adjustment non-permitted additions living area comparable salesGoogle ↗
OBSERVEDComparison
Georgia Atlanta unpermitted accessory dwelling unit permit zoning certificate of occupancy ADU appraisalGoogle ↗
OBSERVEDComparison
VA appraisal handbook accessory dwelling unit zoning legal nonconforming use appraisalGoogle ↗
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 / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
VA Lenders Handbook unpermitted accessory dwelling unit appraisal adjustment non-permitted additions living area comparable sales Google ↗
Georgia Atlanta unpermitted accessory dwelling unit permit zoning certificate of occupancy ADU appraisal Google ↗
VA appraisal handbook accessory dwelling unit zoning legal nonconforming use appraisal Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
VA Lenders Handbook unpermitted accessory dwelling unit appraisal adjustment non-permitted additions living area comparable sales
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Georgia Atlanta unpermitted accessory dwelling unit permit zoning certificate of occupancy ADU appraisal
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
VA appraisal handbook accessory dwelling unit zoning legal nonconforming use appraisal
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1