Real ChatGPT answer · index seed38o5cCEdxlkcompleteTelecom and utilities · energy efficiencycommercial
Can you compare the cost versus savings of blowing in cellulose versus laying fiberglass batts when updating old attic insulation in a medium sized house?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the cost versus savings of blowing in cellulose versus laying fiberglass batts when updating old attic insulation in a medium sized house?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 attic insulation cost blown-in cellulose vs fiberglass batts installed cost per square foot energy savings R-value Google ↗
Department of Energy attic insulation air sealing recommended R-value cellulose fiberglass batts attic Google ↗
- Attic Insulation Cost Calculator (2026): Blown-In & Spray Foam · replacecost.com
- Free Insulation Cost Calculator, Western PA & U.S. · foam-guard.com
- Attic Insulation Cost and Guide 2026 · pickhvac.com
- Home Energy: Insulation · extension.umd.edu
- What to Look For: DIY Checks and Inspections · energystar.gov
- Adding Attic Insulation · energystar.gov
- Blown Insulation in Existing Attics · bsesc.energy.gov
- Well-Insulated and Sealed Attic · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 attic insulation cost blown-in cellulose vs fiberglass batts installed cost per square foot energy savings R-value OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Department of Energy attic insulation air sealing recommended R-value cellulose fiberglass batts attic OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |