I know that nonexistent means not exist or not real. But in this context what does nonexistent mean. Is it meaning his speech is not real or effective.
Because his delivery was halting, the effect of his speech on the voters was nonexistent.
His speech was not effective. Since delivery is mentioned, we know that the speech itself took place ("to deliver a speech" is a common collocation), but it's effect was negligible.