David Lucado and Britney Spears
03/15/2013 at 07:00 AM EDT
Is tan the color of love?
, 31, looked perfectly content, strolling along in a sundress on Wednesday with David Lucado, after popping into Forever Bella tanning salon in L.A.'s Westlake Village for the second time in a week.
Spears, who split from
fiancé Jason Trawick in January, was first spotted with Lucado – a Virginia native who has worked in a law firm, TMZ reports
– about a month ago.
After Wednesday's tanning venture, "David drove Britney around and she looked very happy," a source tells PEOPLE, adding that they next headed to Cisco's Mexican restaurant in Camarillo, Calif.
"They were not affectionate during lunch, but Britney seemed very giddy," the source says.