Real ChatGPT answer · index seed5jxFtw97eJIcompleteReal estate · home valuationinformational

will an fha appraiser fail a house if the handrails on the front steps are slightly loose and need to be tightened

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

The searches the AI actually ran for this prompt.

SEED QUERY
will an fha appraiser fail a house if the handrails on the front steps are slightly loose and need to be tightened
2 real searches · 1 real-search pass
FHA appraisal handbook handrails loose handrail safety requirements minimum property standardsGoogle ↗
OBSERVED
HUD FHA appraisal handbook handrails safety hazard loose handrail repair requirementGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
FHA appraisal handbook handrails loose handrail safety requirements minimum property standards Google ↗
HUD FHA appraisal handbook handrails safety hazard loose handrail repair requirement Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FHA appraisal handbook handrails loose handrail safety requirements minimum property standards
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
HUD FHA appraisal handbook handrails safety hazard loose handrail repair requirement
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1