What are the main efficiency differences between integrating rooftop solar panels during framing versus retrofitting them onto a finished new build roof
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main efficiency differences between integrating rooftop solar panels during framing versus retrofitting them onto a finished new build roof
1 real search · 1 real-search pass
DOE solar ready homes new construction conduit roof structural planning solar installation benefits retrofit costsGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
DOE solar ready homes new construction conduit roof structural planning solar installation benefits retrofit costs Google ↗
- Solar Power in Your Community · energy.gov
- Solar Power in Your Community · energy.gov
- Solar Electric Ready Home · basc.pnnl.gov
- Wiring Conduit for Solar PV Systems · basc.pnnl.gov
- Inverter, Meter, and Shut-Off Mounting Surface for Solar PV Systems · basc.pnnl.gov