Real ChatGPT answer · index seedyAJjJHPGoTYcompleteHome services and improvement · roofingcommercial
Which attic ventilation and insulation brands offer the best commercial grade products for energy savings
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which attic ventilation and insulation brands offer the best commercial grade products for energy savings
1 real search · 1 real-search pass
best commercial insulation manufacturers attic energy efficiency Owens Corning Johns Manville ROCKWOOL Knauf commercial products ventilation manufacturers Lomanco Air VentGoogle ↗
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
best commercial insulation manufacturers attic energy efficiency Owens Corning Johns Manville ROCKWOOL Knauf commercial products ventilation manufacturers Lomanco Air Vent Google ↗
- ROCKWOOL · rockwool.com
- Commercial insulation · owenscorning.com
- Commercial insulation · jm.com
- Knauf Insulation · knaufnorthamerica.com
- CertainTeed · certainteed.com
- Thermafiber® Mineral Wool Insulation · owenscorning.com
- Insulation Manufacturers · insulationinstitute.org
- GAF website · gaf.com
- Air Vent website · airvent.com
- Lomanco website · lomanco.com
- Cor-A-Vent website · cor-a-vent.com
- Attic Ventilation Fans · basc.pnnl.gov
- About Attic Ventilation · energystar.gov
Queries
1 queries · click a column to sort