Real ChatGPT answer · index seed8AHLC0GNIYIcompleteHome services and improvement · solar panelsinformational
What maintenance do rooftop solar panels actually require as you get older and can no longer safely climb up onto the roof to clean off dust and leaves?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What maintenance do rooftop solar panels actually require as you get older and can no longer safely climb up onto the roof to clean off dust and leaves?
1 real search · 1 real-search pass
U.S. Department of Energy solar photovoltaic system maintenance cleaning rain inspection inverter monitoring homeowner guidanceGoogle ↗
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
U.S. Department of Energy solar photovoltaic system maintenance cleaning rain inspection inverter monitoring homeowner guidance Google ↗
- Optimizing Solar Photovoltaic Performance for Longevity · energy.gov
- A Consumer’s Guide to Buying a House with Solar Panels · energy.gov
- Life Cycle of Photovoltaic Systems: Operate and Maintain an Existing Photovoltaic System · energy.gov
- CHAPTER 36 SOLAR ENERGY USE · handbook.ashrae.org