I uploaded a track last month and it barely got noticed. Then, out of nowhere, one of my other songs with higher plays started getting suggested more in related playlists. Now I’m wondering if the algorithm cares more about play counts than actual engagement. Has anyone tested if boosting those numbers really gets you more exposure, or if it’s just random luck?
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From my own experience, the numbers definitely seem to matter. A track I worked on with a friend barely moved until it hit a couple thousand plays, then it suddenly started popping up in “related” sections. I’ve seen others give their music a little push with services like buy soundcloud streams just to get that initial traction. It’s not a magic bullet, but it does help the algorithm notice the track faster and recommend it more.
When I browse new music, I usually click on stuff that already looks like it has some momentum. The play count acts like a signal — not just for the algorithm but also for listeners deciding what to give their time to. It’s kind of like walking past a busy restaurant: you’re more likely to go in if you see it’s already popular.