You can usually find capers in the canned and jarred section of your grocery store, near other pickled items like olives and peperoncini peppers. They are very common to find in nearly all grocery stores these days. Capers are kept in jars in a brine just like pickles. Many stores also carry capers in the dried herb section. If you're still having trouble finding them, ask a store employee for help!