Real ChatGPT answer · index seedIjPEGYkJIbEcompleteHome services and improvement · solar panelsinformational
Do I need to worry about solar panel snow removal causing scratches or micro cracks on the glass surface?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do I need to worry about solar panel snow removal causing scratches or micro cracks on the glass surface?
1 real search · 1 real-search pass
solar panel snow removal soft brush scratching glass microcracks manufacturer guidance NREL snow removalGoogle ↗
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 snow removal soft brush scratching glass microcracks manufacturer guidance NREL snow removal Google ↗
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
- “The Abrasion of Photovoltaic Glass: · nrel.gov
- Best Practices for Operation and · nrel.gov