Real ChatGPT answer · index seedXy9j4PbJ56scompleteHome services and improvement · roofingcomparison

Is spray foam insulation better than traditional fiberglass for ice dam prevention in older homes with poor roof ventilation?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is spray foam insulation better than traditional fiberglass for ice dam prevention in older homes with poor roof ventilation?
1 real search · 1 real-search pass
ice dams attic air sealing insulation ventilation spray foam fiberglass older homes building science DOEGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
ice dams attic air sealing insulation ventilation spray foam fiberglass older homes building science DOE Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ice dams attic air sealing insulation ventilation spray foam fiberglass older homes building science DOE
OBSERVED
Google ↗
AI Mode ↗
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