Like Britney Spears is drawn to that one chandelier shop in the Valley, so is Lindsay to XIV Karats -- girl just can't get enough!

TMZ cameras caught LiLo and her buddy leaving the Beverly Hills jeweler yesterday afternoon, making it her third trip there this month.

Linds didn't leave with any bags -- but there was a nice single diamond hanging off her neck.