Real ChatGPT answer · index seedLr6g26D4Th8completeHome services and improvement · solar panelsbrand
How do people handle solar panel snow removal in upstate New York during heavy blizzards without scratching the glass?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do people handle solar panel snow removal in upstate New York during heavy blizzards without scratching the glass?
1 real search · 1 real-search pass
solar panel snow removal manufacturer guidance soft rake avoid scratching glass cold weather snow removal upstate New YorkGoogle ↗
OBSERVEDInstruction
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 panel snow removal manufacturer guidance soft rake avoid scratching glass cold weather snow removal upstate New York Google ↗
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
- Best Practices for Operation and · docs.nlr.gov