Real ChatGPT answer · index seed47IMNo1yny8completeReal estate · new constructioncommercial

Is it worth paying the premium for closed-cell spray foam insulation in the attic of a new construction two-story home in a humid coastal climate?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying the premium for closed-cell spray foam insulation in the attic of a new construction two-story home in a humid coastal climate?
2 real searches · 1 real-search pass
Building Science Corporation spray foam unvented attic humid climate closed cell roof assembly moisture guidanceGoogle ↗
OBSERVED
DOE ENERGY STAR spray foam attic vented unvented attic humid climate closed cell insulationGoogle ↗
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 spray foam unvented attic humid climate closed cell roof assembly moisture guidance Google ↗
DOE ENERGY STAR spray foam attic vented unvented attic humid climate closed cell insulation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Building Science Corporation spray foam unvented attic humid climate closed cell roof assembly moisture guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE ENERGY STAR spray foam attic vented unvented attic humid climate closed cell insulation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1