WABC-TV reports, the women's lingerie company lost nearly 4 million customers in the past few years to other retailers like Amazon.
Victoria's Secret closed 30 stores last year.
In December, the company's television fashion show had its worst ratings ever.
The company's stock is down 40 percent in the past year.
Victoria's Secret has 18 locations in Philadelphia region, according to its website.
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