You probably haven't needed any .22 LR for the past 4+ years
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In the past 2-3 months (local to me), I have seen .22 LR on a store shelf for the first time since about 2012! The bigger sporting goods and gun-specific retailers seem to have some regularly, but be prepared for sticker shock if you recall 3-4 cents/round pricing. Good luck in your search.