Real ChatGPT answer · index seed2pjUPd67bsscompleteHome services and improvement · roofingcomparison

With two toddlers running around, we cannot deal with a drafty house, so is spray foam roof insulation better than blown-in cellulose for stopping heat loss through our sloped cathedral ceilings?

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

The searches the AI actually ran for this prompt.

SEED QUERY
With two toddlers running around, we cannot deal with a drafty house, so is spray foam roof insulation better than blown-in cellulose for stopping heat loss through our sloped cathedral ceilings?
2 real searches · 1 real-search pass
Building Science Corporation cathedral ceiling spray foam cellulose air barrier moisture ventilation guidanceGoogle ↗
OBSERVED
DOE insulation air sealing cathedral ceilings spray foam cellulose ventilation moistureGoogle ↗
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 cathedral ceiling spray foam cellulose air barrier moisture ventilation guidance Google ↗
DOE insulation air sealing cathedral ceilings spray foam cellulose ventilation moisture Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Building Science Corporation cathedral ceiling spray foam cellulose air barrier moisture ventilation guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE insulation air sealing cathedral ceilings spray foam cellulose ventilation moisture
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1