Preaching to the choir means trying to persuade an already convinced audience. The idiom is based on the idea of a pastor of a church delivering his sermon to the people in the choir, who are presumably already believers. Generally it's used to mean "you don't have to convince me," as in "Hey buddy, you're preaching to the choir here, I'm already voting Democratic this year" (or whatever).
(idiomatic) Speaking as if to convince a person or group of something which that person or group already believes. Often used to imply that a speaker is addressing the wrong audience or is deliberately addressing a compliant, non-challenging audience.
https://en.wiktionary.org/wiki/preach_to_the_choir