Real ChatGPT answer · index seedSdnSeLmtkyIcompleteReal estate · home valuationcomparison

How does the income approach valuation for a local duplex compare to a standard single family home resale value when factoring in current rental vacancy rates in our zip code

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the income approach valuation for a local duplex compare to a standard single family home resale value when factoring in current rental vacancy rates in our zip code
2 real searches · 1 real-search pass
2026 rental vacancy rates by ZIP code data availability Census ACS rental vacancy rate ZIP code ZCTAGoogle ↗
OBSERVEDShort fact
income approach duplex valuation vacancy loss net operating income comparable sales single family appraisal methodologyGoogle ↗
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 fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 rental vacancy rates by ZIP code data availability Census ACS rental vacancy rate ZIP code ZCTA Google ↗
income approach duplex valuation vacancy loss net operating income comparable sales single family appraisal methodology Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 rental vacancy rates by ZIP code data availability Census ACS rental vacancy rate ZIP code ZCTA
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
income approach duplex valuation vacancy loss net operating income comparable sales single family appraisal methodology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1