The 38-year-old singer split from Katy Perry last year after dating on and off since 2012, and while she has since moved on with British actor Orlando Bloom, Mayer has turned to modern technology to help him find a new woman.
According to Us Weekly magazine, the singer has a profile on Raya, an elite members-only app for creatives on which new users have to be approved by an anonymous committee.
"His profile is a slide show of photos set to a Neil Young song," a source said.
Actors Jeremy Piven and Matthew Perry are also said to be members, as is comedienne Chelsea Handler.
The news comes three months after Mayer admitted he was ready for a new relationship.
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