I've never seen it locally & actually if you just ask for "sherpa" they'll probably show you some awful polyester stuff that would only be good for collar trims on coats or sheep costumes
Ask if they have any brushed knit terry - or knit terry fleece - and make sure they understand it needs to be mostly cotton.
They'll likely look at you like you have three heads, but it can't hurt to ask
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