Real ChatGPT answer · index seedpnsuNpd3j58completeHome services and improvement · roofingcommercial

What are the warning signs of bad attic ventilation that could ruin our new roof warranty prematurely

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the warning signs of bad attic ventilation that could ruin our new roof warranty prematurely
2 real searches · 1 real-search pass
asphalt roofing manufacturer ventilation warranty inadequate attic ventilation warranty exclusions GAF Owens Corning CertainTeedGoogle ↗
OBSERVED
DOE attic ventilation moisture soffit ridge vents balanced ventilation guidanceGoogle ↗
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
asphalt roofing manufacturer ventilation warranty inadequate attic ventilation warranty exclusions GAF Owens Corning CertainTeed Google ↗
DOE attic ventilation moisture soffit ridge vents balanced ventilation guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
asphalt roofing manufacturer ventilation warranty inadequate attic ventilation warranty exclusions GAF Owens Corning CertainTeed
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE attic ventilation moisture soffit ridge vents balanced ventilation guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1