I go shirtless shopping all the time. Here's some great places that are very shirtless friendly. Ralphs grocery store, Target, Food 4 Less, Walgreens. I shop everywhere shirtless. In West Hollywood, you can go anywhere shirtless. I shop shirtless at Trader Joe's in West Hollywood. I never have any employees say anything to me. I don't just shop shirtless, I also shop barefoot. I hope this helps you.