Real ChatGPT answer · index seedDcch50wyLJ0completeHome services and improvement · solar panelshowto
What is the best tool to scrape ice off solar panels on a sloping metal roof without damaging the delicate wiring or frames?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best tool to scrape ice off solar panels on a sloping metal roof without damaging the delicate wiring or frames?
1 real search · 1 real-search pass
manufacturer guidance removing snow and ice from solar panels avoid scraping roof safety solar panelsGoogle ↗
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
manufacturer guidance removing snow and ice from solar panels avoid scraping roof safety solar panels Google ↗
- View product · homedepot.com
- Report IEA-PVPS T13-25-2022 O&M Guidelines for PVPS · iea-pvps.org
- Report IEA-PVPS T13-25-2022 O&M Guidelines for PVPS · pvpmc.sandia.gov
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov