Beat butter, minced Pickled Shallots, chopped tarragon, and freshly ground pepper at medium speed with an electric mixer until combined. Spoon butter onto plastic wrap; roll tightly, forming a log.
Serve immediately, or chill until ready to serve. Store in refrigerator up to 2 weeks.