Robin Thicke wore an all-black matching ensemble with "girlfriend" April Love Geary as they went out shopping in a store in West Hollywood on Tuesday.

The pair has repeatedly denied that they are dating.

However, MailOnline noted that 19-year-old April Love Geary looked very much like a girlfriend of Robin Thicke, 37, as she enjoyed a date with the "Blurred Lines" singer.

"Robin and April were even dressed in coordinating all-black outfits with coats and casual trousers," the British tabloid noted.

In the early part of the year, Robin Thicke and Paula Patton separated over his alleged cheating ways. During a concert in Fairfax, Virginia, he said on stage: "For ya'll that don't know, me and my wife separated, but I'm trying to get my girl back. She's a good woman."

In September last year, Lana Scolaro in an interview with Life & Style magazine, as reported by NY Daily News, claimed that RobinThicke cheated on his wife. A scandalous photo of the singer grabbing the bum of Scolaro went viral in various social media sites.

But Scolaro alleged that they also "made out" while Paula Patton was only a few steps away.

"I don't think he cared what she thought. I was with him the whole night!" Scolaro said. "His hands were everywhere. He was grabbing me. He was like, 'I want to get you into bed!'"

April Love Geary has previuosly denied to TMZ that she's the girlfriend of Robin Thicke. Rumors about her and the "Blurred Lines" singer's relationship came to light when she was snapped hanging out with Paula Patton's ex last month.

The teenager said that it's her policy to never date famous people. When prodded about her relationship to Robin Thicke, the singer's supposed girlfriend April Love Geary responded: "We're friends. I'm not going to make any more comments about it. Friends, swear to god, I'm not going to get into detail. He's a nice guy. We're friends."