No, parsley and cilantro are not the same, and the two are not interchangeable in cooking. The two may look similar but have completely different flavors. Cilantro has a more citrusy (or even soapy!) flavor, whereas parsley is described as having a more subtle, slightly bitter, and peppery taste.