How do solar panel roof integration systems work and will I need a special roof type before installing them?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do solar panel roof integration systems work and will I need a special roof type before installing them?
1 real search · 1 real-search pass
U.S. Department of Energy rooftop solar roof condition roof type shingles metal tile installation integrated photovoltaics guidanceGoogle ↗
OBSERVEDInstruction
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
U.S. Department of Energy rooftop solar roof condition roof type shingles metal tile installation integrated photovoltaics guidance Google ↗
- Design considerations · energy.gov.au
- Roof Anchor System for Solar Panels · basc.pnnl.gov
- Solar Energy Guide for Homebuilders · energy.gov
- Life Cycle of Photovoltaic Systems: Install and Commission a Photovoltaic System · energy.gov
- Installation of Photovoltaic Systems - Code Compliance Brief · basc.pnnl.gov
- Solar Roof Design and Construction Guide · energylibrary.tesla.com