Real ChatGPT answer · index seedFSMXTGF16uYcompleteReal estate · home valuationcommercial

How should I adjust raw land value per acre calculations when the parcel lacks municipal water and sewer hookups?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How should I adjust raw land value per acre calculations when the parcel lacks municipal water and sewer hookups?
1 real search · 1 real-search pass
land valuation utility adjustments no municipal water sewer hookups appraisal cost to cure market extraction comparable salesGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
land valuation utility adjustments no municipal water sewer hookups appraisal cost to cure market extraction comparable sales Google ↗
  1. APPRAISAL MANUAL · scdot.org
  2. 2019 Wisconsin Property Assessment Manual · revenue.wi.gov
  3. LAND VALUATION · utah.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
land valuation utility adjustments no municipal water sewer hookups appraisal cost to cure market extraction comparable sales
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1