Real ChatGPT answer · index seedfuxQQDnaMgkcompleteHome services and improvement · roofinginformational

What is the most effective insulation and ventilation balance in the attic for complete ice dam prevention in northern climates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most effective insulation and ventilation balance in the attic for complete ice dam prevention in northern climates?
2 real searches · 1 real-search pass
Building Science Corporation ice dams attic air sealing insulation ventilation cold roof guidanceGoogle ↗
OBSERVED
U.S. Department of Energy attic insulation air sealing ventilation ice dams R-49 Indiana climate zone 5Google ↗
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
Building Science Corporation ice dams attic air sealing insulation ventilation cold roof guidance Google ↗
U.S. Department of Energy attic insulation air sealing ventilation ice dams R-49 Indiana climate zone 5 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Building Science Corporation ice dams attic air sealing insulation ventilation cold roof guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
U.S. Department of Energy attic insulation air sealing ventilation ice dams R-49 Indiana climate zone 5
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1