Real ChatGPT answer · index seedCdbsnV93V5scompleteHome services and improvement · roofinginformational
What are the main structural requirements for mounting heavy solar panels on an asphalt shingle roof without causing future leaks around the mounts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main structural requirements for mounting heavy solar panels on an asphalt shingle roof without causing future leaks around the mounts?
1 real search · 1 real-search pass
solar photovoltaic rooftop mounting structural requirements asphalt shingle roof flashing lag screws code wind upliftGoogle ↗
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 (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
solar photovoltaic rooftop mounting structural requirements asphalt shingle roof flashing lag screws code wind uplift Google ↗
- technical bulletin Asphalt Roofing Manufacturer · asphaltroofing.org
- Technical Advisory Bulletin · gaf.com