Yeah, I believe your safest bet is to Google toaster covers as opposed to driving around trying to find them....and A LOT of stores may not have an item IN the store, but you can buy it from that store but on line.
Do a general search online. Few places I can think of is Amazon, Wayfair, Overstock.com and so on.
on their website.
Do a search on Amazon
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