The singer, 30, couldn't stop smiling on Friday night (30 May) when she was spotted arriving at London's Chiltern Firehouse with the handsome Frenchman by her side.
Although he seemed keen to avoid stealing her limelight, the pair seemed to be perfectly in sync. If the rumours about them dating are true, they make one stunning couple!
Cheryl looked beautiful in black in a smart crossover coat worn over tight leather trousers. Her two-tone blonde hair was worn loose over her shoulder, while her super-stylish outfit was teamed with copper-coloured metallic heels.
Perhaps Cheryl was introducing her hot new friend to Simon Cowell and his girlfriend Lauren Silverman, who were also inside the famous restaurant.
David Walliams, Lara Stone and Amanda Holden were also present. We'd LOVE to have been a fly on the wall!
X Factor judge Cheryl is reported to have started dating restauranteur Jean-Bernard last month.
The Geordie star is currently promoting her new single 'Crazy Stupid Love', out on July 20.
She announced via Instagram on Thursday evening (29 May) that she's been working with rapper Tinie Tempah on the new track.
'Crazy Stupid Love' will be the first song taken from the star's currently untitled fourth studio album, which is scheduled for release in November 2014.
Are you excited to hear Cheryl Cole's new material? Tell us what you think below!