"Lmk what you think," wrote the entrepreneur with a link to the new website.
Besides California, solar panel rentals would be offered in Arizona, Connecticut, Massachusetts, New Jersey and New Mexico, Engadget reported on Sunday.
According to Tesla's website, one can rent solar power panels or solar roofs for as little as $50 a month and that cost included panel installation, hardware, and ongoing maintenance.
Musk said consumers could cancel anytime, although according to the Tesla website, there was a $1,500 charge to remove panels and restore the roof to its previous condition.
In June, Musk tweeted that he hoped to manufacture about 1,000 solar rooftops a week by the end of 2019.