It takes me less time to bike to the shop from my home then it takes to find a parking spot in the underground parking garage and walk from the parking spot to the shop.

Same for walking to a smaller shop if I am not feeling like biking that day (so most likely taking metro to work that day). Though the chances of finding a place to park that is closer to that shop than my home is almost 0.