Real ChatGPT answer · index seedXixxqgg34SQcompleteTelecom and utilities · energy efficiencycomparison
Is cellulose insulation actually better than fiberglass batts for a drafty attic in a house with kids
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is cellulose insulation actually better than fiberglass batts for a drafty attic in a house with kids
1 real search · 1 real-search pass
cellulose vs fiberglass attic insulation air sealing air movement R value fire retardant safety official DOE ENERGY STARGoogle ↗
OBSERVEDComparison
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.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
cellulose vs fiberglass attic insulation air sealing air movement R value fire retardant safety official DOE ENERGY STAR Google ↗
- Choosing the Appropriate Insulation Type · energystar.gov
- Insulation Types · insulationinstitute.org
- Home Energy: Insulation · extension.umd.edu
- Well-Insulated and Sealed Attic · energystar.gov
- Attic Air Sealing and Insulation · basc.pnnl.gov