What are the pros and cons of using CertainTeed roof ventilation products compared to standard box vents when upgrading a roof for better energy efficiency?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of using CertainTeed roof ventilation products compared to standard box vents when upgrading a roof for better energy efficiency?
1 real search · 1 real-search pass
CertainTeed roof ventilation products ridge vents vs box vents installation net free area warranty energy efficiency attic ventilationGoogle ↗
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
CertainTeed roof ventilation products ridge vents vs box vents installation net free area warranty energy efficiency attic ventilation Google ↗
- Ridge Vent · certainteed.ca
- Summary Brochure - 1CertainTeed · buildsite.com
- Certainteed® 12" Filtered Ridge Vent · buildsite.com
- Considerations in Attic Ventilation System Selection · asphaltroofing.org
- Installing Attic Ventilation · asphaltroofing.org
- Ridge Vent · totalcladdingandroofing.com