Real ChatGPT answer · index seedHOdNjGku2xIcompleteHome services and improvement · roofingcomparison

Is blown-in cellulose better than fiberglass batts for attic ventilation and insulation when retrofitting a house built in the nineteen seventies?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is blown-in cellulose better than fiberglass batts for attic ventilation and insulation when retrofitting a house built in the nineteen seventies?
1 real search · 1 real-search pass
DOE ENERGY STAR attic insulation air sealing ventilation baffles cellulose fiberglass retrofit 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
DOE ENERGY STAR attic insulation air sealing ventilation baffles cellulose fiberglass retrofit guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE ENERGY STAR attic insulation air sealing ventilation baffles cellulose fiberglass retrofit guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1