Real ChatGPT answer · index seedCzbzXhX0jNAcompleteReal estate · new constructionlocal

My new construction lender in Nashville is requiring an extra appraisal because of an asphalt shingle versus metal roofing discrepancy. How do I resolve this today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My new construction lender in Nashville is requiring an extra appraisal because of an asphalt shingle versus metal roofing discrepancy. How do I resolve this today?
1 real search · 1 real-search pass
Fannie Mae appraisal report construction plans specifications discrepancy roofing material appraiser revision lender appraisal independence requirementsGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Fannie Mae appraisal report construction plans specifications discrepancy roofing material appraiser revision lender appraisal independence requirements Google ↗
  1. Appraisal Quality Matters · selling-guide.fanniemae.com
  2. Appraiser Independence Requirements · singlefamily.fanniemae.com
  3. Requirements for Verifying Completion and Postponed Improvements · selling-guide.fanniemae.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fannie Mae appraisal report construction plans specifications discrepancy roofing material appraiser revision lender appraisal independence requirements
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1