Madeleine Chocolate, which opened eight months after it was shuttered by Hurricane Sandy, faces increased competition as retailers found replacements for Madeleine's products. The company had to close its factory in the Rockaways in Queens, N.Y., after the October 2012 storm, which hit at the height of holiday production.

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