Please & Thank You is a small-batch, southern bakery and coffee shop.
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The shop is asking the public's help in finding the horse.
In a Facebook post Friday reacting to the honor, the shop said "Hey America, we could've told you but it's nice that you figured it out for yourself."
The shop, known for having "Louisville's Best Chocolate Chip Cookie," is leading the chart at No. 1.
The business is located at 9651 U.S. 42 and is called the "River" location.