Real ChatGPT answer · index seedWtX54ySspv4completeReal estate · home valuationbrand

How heavily do modern home appraisal reports weigh neighborhood crime statistics compared to school district ratings?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How heavily do modern home appraisal reports weigh neighborhood crime statistics compared to school district ratings?
2 real searches · 1 real-search pass
Fannie Mae appraisal neighborhood analysis crime schools marketability appraisal report requirements neighborhood characteristicsGoogle ↗
OBSERVEDReason
Uniform Appraisal Dataset appraisal neighborhood crime statistics school district ratings comparable sales valuation 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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Fannie Mae appraisal neighborhood analysis crime schools marketability appraisal report requirements neighborhood characteristics Google ↗
Uniform Appraisal Dataset appraisal neighborhood crime statistics school district ratings comparable sales valuation guidance Google ↗
  1. Section 5603.4 · guide.freddiemac.com
  2. Neighborhood Section of the Appraisal Report · selling-guide.fanniemae.com
  3. Selling Guide_4.22.2026 · singlefamily.fanniemae.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fannie Mae appraisal neighborhood analysis crime schools marketability appraisal report requirements neighborhood characteristics
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Uniform Appraisal Dataset appraisal neighborhood crime statistics school district ratings comparable sales valuation guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1