Real ChatGPT answer · index seedMfQtpGYDW54completeReal estate · new constructioncomparison

Looking at two builder upgrades for our new retirement home can you compare the long term energy savings of spray foam insulation versus traditional fiberglass batts in the attic?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at two builder upgrades for our new retirement home can you compare the long term energy savings of spray foam insulation versus traditional fiberglass batts in the attic?
2 real searches · 1 real-search pass
DOE attic insulation air sealing spray foam fiberglass batts energy savings R value Houston hot humid climate guidanceGoogle ↗
OBSERVED
Building America hot humid climate unvented attic spray foam moisture roof assembly 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
DOE attic insulation air sealing spray foam fiberglass batts energy savings R value Houston hot humid climate guidance Google ↗
Building America hot humid climate unvented attic spray foam moisture roof assembly guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE attic insulation air sealing spray foam fiberglass batts energy savings R value Houston hot humid climate guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Building America hot humid climate unvented attic spray foam moisture roof assembly guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1