From my experience there's very little "intelligence" in these recommendation algorithms.

If you do nothing, they recommend what is generally popular.

If you watch or engage with content, you see recommendations for similar content to what you have watched recently.

If you "like" or "subscribe" to channels, you see more of that type of stuff.