Real ChatGPT answer · index seed4V3JANyzWLwcompleteReal estate · home valuationcomparison

Are FHA appraisal guidelines stricter than conventional loan rules now for older homes needing roof repairs before sale

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are FHA appraisal guidelines stricter than conventional loan rules now for older homes needing roof repairs before sale
2 real searches · 1 real-search pass
2026 FHA appraisal roof requirements defective roof conventional appraisal guidelines older homes roof repairs Fannie MaeGoogle ↗
OBSERVEDReason
FHA Single Family Housing Policy Handbook 4000.1 roof requirements soundness security safety roof remaining useful life Fannie Mae appraisal roof conditionGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / 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 FHA appraisal roof requirements defective roof conventional appraisal guidelines older homes roof repairs Fannie Mae Google ↗
FHA Single Family Housing Policy Handbook 4000.1 roof requirements soundness security safety roof remaining useful life Fannie Mae appraisal roof condition Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 FHA appraisal roof requirements defective roof conventional appraisal guidelines older homes roof repairs Fannie Mae
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FHA Single Family Housing Policy Handbook 4000.1 roof requirements soundness security safety roof remaining useful life Fannie Mae appraisal roof condition
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1