Sometimes if you build it, they will come.
I launched a music app in 2012 (student project), and over its lifetime (6 years), I had 95k downloads and 7 million sessions on the app.
Some apps have very low viral aspects like biz apps or Utils, also some standalone single player games. They will be at the bottom of a search result of 100s when first released. Quite demoralizing