Real ChatGPT answer · index seedMU9pAEfNEC0completeHome services and improvement · roofinginformational

How does poor attic ventilation and insulation impact the cooling costs of our commercial office building during the hottest summer months

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does poor attic ventilation and insulation impact the cooling costs of our commercial office building during the hottest summer months
1 real search · 1 real-search pass
U.S. Department of Energy attic insulation ventilation cooling energy savings commercial buildings roof heat gainGoogle ↗
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
U.S. Department of Energy attic insulation ventilation cooling energy savings commercial buildings roof heat gain Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy attic insulation ventilation cooling energy savings commercial buildings roof heat gain
OBSERVED
Google ↗
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