Real ChatGPT answer · index seedFyAAZO6q6tccompleteTelecom and utilities · energy efficiencyinformational
What structural roof requirements must be met before installing solar shingles, and do structural upgrades add too much upfront cost to the project?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What structural roof requirements must be met before installing solar shingles, and do structural upgrades add too much upfront cost to the project?
1 real search · 1 real-search pass
solar shingles structural roof requirements load capacity roof deck slope installation manufacturer structural assessment costs roof reinforcementGoogle ↗
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
solar shingles structural roof requirements load capacity roof deck slope installation manufacturer structural assessment costs roof reinforcement Google ↗
- TESLA SOLAR ROOF CONSTRUCTION SPECIFICATION · energylibrary.tesla.com
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
- Solar Roof Design and Construction Guide · energylibrary.tesla.com