Comment by ziml77

It seems to help. But it's just one factor. I also have a lot of subscriptions to help guide the algorithm. And it seems most heavily weighted on things you've recently watched, so if you ever leave youtube playing while you're not actually watching it, you might need to manually remove videos from your watch history that don't align with what you want to see suggested.