Real ChatGPT answer · index seedzdcuxKxXKrwcompleteHome services and improvement · solar panelscommercial
We live where it snows heavily every winter, what are the best and safest tools or methods for solar panel snow removal that won't scratch the glass?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We live where it snows heavily every winter, what are the best and safest tools or methods for solar panel snow removal that won't scratch the glass?
1 real search · 1 real-search pass
solar panel snow removal manufacturer guidance snow rake soft foam avoid scratching glass safety heavy snowGoogle ↗
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 snow rake soft foam avoid scratching glass safety heavy snow Google ↗
- View product · homedepot.com
- View product · homedepot.com
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
- Solar Photovoltaic Hardening for Resilience – Winter Weather · stage.energy.gov