Real ChatGPT answer · index seedBABL9bWGFMocompleteReal estate · home valuationinformational

What constitutes an acceptable comparable sale in an automated valuation model review when the subject property is situated within a high-risk wildfire zone?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What constitutes an acceptable comparable sale in an automated valuation model review when the subject property is situated within a high-risk wildfire zone?
3 real searches · 1 real-search pass
appraisal comparable sales wildfire risk zone valuation insurance defensible space market data AVM review guidanceGoogle ↗
OBSERVEDOther / navigational
Fannie Mae appraisal comparable sales location market area environmental hazards wildfire risk comparable selectionGoogle ↗
OBSERVEDComparison
automated valuation model review wildfire risk comparable sales appraisal standards wildfire hazardGoogle ↗
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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
appraisal comparable sales wildfire risk zone valuation insurance defensible space market data AVM review guidance Google ↗
Fannie Mae appraisal comparable sales location market area environmental hazards wildfire risk comparable selection Google ↗
automated valuation model review wildfire risk comparable sales appraisal standards wildfire hazard Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
appraisal comparable sales wildfire risk zone valuation insurance defensible space market data AVM review guidance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Fannie Mae appraisal comparable sales location market area environmental hazards wildfire risk comparable selection
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
automated valuation model review wildfire risk comparable sales appraisal standards wildfire hazard
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1