Real ChatGPT answer · index seedqjUmU5fuJ8UcompleteHome services and improvement · roofingcommercial

Is spray foam roof insulation worth the extra upfront cost compared to traditional fiberglass batting when you are trying to cut long term energy bills

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Is spray foam roof insulation worth the extra upfront cost compared to traditional fiberglass batting when you are trying to cut long term energy bills
1 real search · 1 real-search pass
Pennsylvania attic roof insulation spray foam fiberglass energy efficiency air sealing building science 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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Pennsylvania attic roof insulation spray foam fiberglass energy efficiency air sealing building science guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pennsylvania attic roof insulation spray foam fiberglass energy efficiency air sealing building science guidance
OBSERVED
Google ↗
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