Real ChatGPT answer · index seedXJfB3NxwA9kcompleteHome services and improvement · solar panelsinformational
Why do solar panels lose efficiency when covered in dust and how often should glass surfaces be cleaned?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do solar panels lose efficiency when covered in dust and how often should glass surfaces be cleaned?
1 real search · 1 real-search pass
solar panel soiling dust losses cleaning frequency recommendations NREL maintenanceGoogle ↗
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
solar panel soiling dust losses cleaning frequency recommendations NREL maintenance Google ↗
- Solar Photovoltaic · pnnl.gov
- Best Practices for Operation and · nrel.gov
- NREL Research Finds Rain Not Enough To Wash Pollen From Solar Panels · nrel.gov