Avocados have a smooth, soft, and velvety exterior with a creamy mild-tasting interior that is described as buttery and nutty. Even though the taste of avocado is generally mild, it also contains hints of sweetness that is similar to butter. In three words, the taste of an avocado is buttery, creamy and nutty.