Real ChatGPT answer · index seedffw7tN3UbyQcompleteReal estate · home valuationinformational

How do appraisers factor in the opportunity cost of unentitled acreage versus fully platted residential lots in the current Southeast market?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do appraisers factor in the opportunity cost of unentitled acreage versus fully platted residential lots in the current Southeast market?
3 real searches · 1 real-search pass
2026 Southeast United States residential land market development lots raw land entitlement risk appraisal discount subdivision lot valuesGoogle ↗
OBSERVEDReason
Appraisal Institute subdivision development method land valuation entrepreneurial incentive discount cash flow raw land entitlementGoogle ↗
OBSERVEDReason
2025 2026 Southeast housing market land development lot supply absorption builders residential lotsGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence33%Reason67%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
2026 Southeast United States residential land market development lots raw land entitlement risk appraisal discount subdivision lot values Google ↗
Appraisal Institute subdivision development method land valuation entrepreneurial incentive discount cash flow raw land entitlement Google ↗
2025 2026 Southeast housing market land development lot supply absorption builders residential lots Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Southeast United States residential land market development lots raw land entitlement risk appraisal discount subdivision lot values
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Appraisal Institute subdivision development method land valuation entrepreneurial incentive discount cash flow raw land entitlement
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2025 2026 Southeast housing market land development lot supply absorption builders residential lots
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1