Huge crowds turned out across the country to shop and party alongside their favorite stars during Fashion's Night Out last week. But not every celeb's ensemble was a hit with the style set.

Nicole Scherzinger, 33, arrived at the Oscar de la Renta store in Los Angeles wearing a flashy gold suit, paired with a high-neck black lace blouse.

"It's like channeling Austin Powers," says one fashionista. "I'm not a fan."

The former lead singer of the Pussycat Dolls will be sitting alongside Simon Cowell, Paula Abdul and Antonio "L.A." Reid at the judges' table when The X Factor premieres September 21 on Fox.

Hear what else the Us Weekly Fashion Police had to say about Scherzinger's look, and see which one of the Real Housewives of New York had a red carpet fashion fail on the same night.