Shrimp has a unique taste that is mild, slightly sweet, and buttery, making it a favorite among seafood lovers. But if you’re looking for alternatives with a similar flavor and texture, there are several seafood options that come close. Let’s explore what seafood tastes like shrimp and how they compare. 1. Lobster – The Richer Cousin Lobs