Former retail worker here!
We (at my old job) actually removed them at checkout. Occasionally one would slip past the cashiers and trigger the alarms, at which point one of us would go to the front and remove the tag.
(In case anyone is wondering, my former employer is a retail chain whose name rhymes with Bold Gravy.)
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