Real ChatGPT answer · index seed2mfCB9236JgcompleteHome services and improvement · roofingcomparison
are closed cell spray foam insulation costs justified compared to blown in cellulose when trying to lower my summer cooling bills
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
are closed cell spray foam insulation costs justified compared to blown in cellulose when trying to lower my summer cooling bills
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
closed cell spray foam vs blown cellulose attic cooling energy savings air sealing cost guidance DOE ENERGY STAR Google ↗
attic insulation air sealing cellulose spray foam cooling costs climate zone recommendations New York Google ↗
- Air Sealing Existing Attics · bsesc.energy.gov
- Blown Insulation in Existing Attics · bsesc.energy.gov
- Spray Foam Insulation Applied to Existing Attic Floor · basc.pnnl.gov
- Methodology for Estimated Energy Savings · energystar.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 |
|---|---|---|---|---|---|---|---|
closed cell spray foam vs blown cellulose attic cooling energy savings air sealing cost guidance DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
attic insulation air sealing cellulose spray foam cooling costs climate zone recommendations New York OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |