Real ChatGPT answer · index seed08L3sxVtNsQcompleteHome services and improvement · roofingbrand

Is spray foam roof insulation from Demilec actually cheaper to maintain long-term than traditional fiberglass batts in an attic?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is spray foam roof insulation from Demilec actually cheaper to maintain long-term than traditional fiberglass batts in an attic?
3 real searches · 1 real-search pass
Demilec spray foam insulation attic maintenance warranty lifespan roof deck open cell closed cellGoogle ↗
OBSERVED
DOE attic insulation fiberglass batts air sealing moisture spray foam unvented attic building science maintenanceGoogle ↗
OBSERVED
Building America spray foam roof deck unvented attic moisture roof leak detection fiberglass batts attic maintenanceGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Demilec spray foam insulation attic maintenance warranty lifespan roof deck open cell closed cell Google ↗
DOE attic insulation fiberglass batts air sealing moisture spray foam unvented attic building science maintenance Google ↗
Building America spray foam roof deck unvented attic moisture roof leak detection fiberglass batts attic maintenance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Demilec spray foam insulation attic maintenance warranty lifespan roof deck open cell closed cell
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE attic insulation fiberglass batts air sealing moisture spray foam unvented attic building science maintenance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Building America spray foam roof deck unvented attic moisture roof leak detection fiberglass batts attic maintenance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1