Real ChatGPT answer · index seedzA0gxtEqTRscompleteReal estate · home inspectionshowto

How many damaged roof shingles are allowed before an appraiser flags the roof for replacement under FHA rules?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How many damaged roof shingles are allowed before an appraiser flags the roof for replacement under FHA rules?
1 real search · 1 real-search pass
FHA appraisal roof damaged shingles how many allowed replacement minimum property requirements HUD handbook roof remaining useful life missing damaged shinglesGoogle ↗
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
FHA appraisal roof damaged shingles how many allowed replacement minimum property requirements HUD handbook roof remaining useful life missing damaged shingles Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FHA appraisal roof damaged shingles how many allowed replacement minimum property requirements HUD handbook roof remaining useful life missing damaged shingles
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1