In this paper, I outline and defend a traditional yet controversial view of conceptual analysis, particularly as it is used in epistemology. I will defend the view against a number of objections, all of which focus on the idea that conceptual analysis relies upon linguistic intuitions. Rather than trying to deny this claim, I will seek to vindicate the use of conceptual analysis within epistemology even given its reliance on linguistic intuitions. To do so, I first outline the view of conceptual analysis I have in mind and then respond to three broad objections from Quill Kukla, Allan Hazlett and Stephen Stich.