Real ChatGPT answer · index seedsPvtZIyoHlwcompleteTelecom and utilities · energy efficiencycomparison
Spray foam attic insulation vs blown-in cellulose for long-term energy savings in a four-bedroom house
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Spray foam attic insulation vs blown-in cellulose for long-term energy savings in a four-bedroom house
1 real search · 1 real-search pass
Department of Energy attic insulation air sealing blown cellulose spray foam R-value guidance; ENERGY STAR attic insulation recommendations; Building America spray foam attic moisture risksGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Department of Energy attic insulation air sealing blown cellulose spray foam R-value guidance; ENERGY STAR attic insulation recommendations; Building America spray foam attic moisture risks Google ↗
- Well-Insulated and Sealed Attic · energystar.gov
- Adding Attic Insulation · energystar.gov
- Blown Insulation in Existing Attics · bsesc.energy.gov
- Spray Foam Insulation Applied to Existing Attic Floor · basc.pnnl.gov
- Blown Insulation for Existing Vented Attic · basc.pnnl.gov
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- Attic Air Sealing and Insulation · basc.pnnl.gov
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Department of Energy attic insulation air sealing blown cellulose spray foam R-value guidance; ENERGY STAR attic insulation recommendations; Building America spray foam attic moisture risks OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |