Yeah. There are other tricks to make a tiny n seem more relevant, like making the relevant (tiny) n a subset of a bigger sample, taking many separate samples from different populations and looking for correlations in them separately, and so on. Trust the science.*
*Whereas science is defined as getting a certain score in an abstract statistics game.