Real ChatGPT answer · index seed6IszJclyClkcompleteTelecom and utilities · energy efficiencycommercial
How do I know if my current attic ventilation is adequate or if adding solar powered roof fans will actually lower my cooling costs
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I know if my current attic ventilation is adequate or if adding solar powered roof fans will actually lower my cooling costs
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
DOE attic ventilation solar attic fans cooling costs energy savings natural ventilation attic air sealing insulation guidance Google ↗
Building America attic ventilation solar powered attic fans negative pressure conditioned air ceiling leakage research Google ↗
- Attic Ventilation Fans · basc.pnnl.gov
- About Attic Ventilation · energystar.gov
- Attic Insulation and Ventilation · energyresearch.ucf.edu
- Methodology for Estimated Energy Savings · energystar.gov
- Air Sealing Existing Attics · bsesc.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DOE attic ventilation solar attic fans cooling costs energy savings natural ventilation attic air sealing insulation guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Building America attic ventilation solar powered attic fans negative pressure conditioned air ceiling leakage research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |