Real ChatGPT answer · index seedSNvEra5hTQkcompleteReal estate · home valuationlocal

What adjustments should an appraiser make for HOA fees when comparing a townhouse to a detached home in Alpharetta?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What adjustments should an appraiser make for HOA fees when comparing a townhouse to a detached home in Alpharetta?
1 real search · 1 real-search pass
Alpharetta GA townhouse HOA fees appraisal comparable sales market value HOA adjustment Fannie Mae appraisal guidanceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Alpharetta GA townhouse HOA fees appraisal comparable sales market value HOA adjustment Fannie Mae appraisal guidance Google ↗
  1. Adjustments to Comparable Sales · guide-selling.fanniemae.com
  2. GA R&R - GAC · rules.sos.ga.gov
  3. Comparable Sales · selling-guide.fanniemae.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Alpharetta GA townhouse HOA fees appraisal comparable sales market value HOA adjustment Fannie Mae appraisal guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1