Real ChatGPT answer · index seedy6P6sgMPHSYcompleteTelecom and utilities · energy efficiencycommercial
What are the latest industry findings on whether whole-house attic fans genuinely reduce central air conditioning run times in Mediterranean climates?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the latest industry findings on whether whole-house attic fans genuinely reduce central air conditioning run times in Mediterranean climates?
3 real searches · 1 real-search pass
2026 whole-house fan central air conditioning runtime study Mediterranean climate California energy savings field studyGoogle ↗
OBSERVEDReason
whole house fan cooling California Title 24 field study air conditioner runtime measured attic fan Mediterranean climateGoogle ↗
OBSERVEDReason
California energy commission whole house fan central air conditioning runtime study night ventilation Mediterranean climateGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 whole-house fan central air conditioning runtime study Mediterranean climate California energy savings field study Google ↗
whole house fan cooling California Title 24 field study air conditioner runtime measured attic fan Mediterranean climate Google ↗
California energy commission whole house fan central air conditioning runtime study night ventilation Mediterranean climate Google ↗
- These low energy devices can quickly cool your home · sfchronicle.com
- Whole-House Fans · basc.pnnl.gov
- Passive and Low-Energy Cooling · basc.pnnl.gov
- SFACM Reference Manual Final · energy.ca.gov
- FSEC-PF-273-92 · fsec.ucf.edu
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Energy Efficient Heating, Ventilation, and Air Conditioning Packages for Existing Residential Buildings · energy.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 whole-house fan central air conditioning runtime study Mediterranean climate California energy savings field study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
whole house fan cooling California Title 24 field study air conditioner runtime measured attic fan Mediterranean climate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California energy commission whole house fan central air conditioning runtime study night ventilation Mediterranean climate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |