Comment by ZeroGravitas

I'm not sure youtube-dl is a good answer unless you're a nerd.

Which is a similar phenomenon to search. If you have sufficient tech skills there's a whole world of freely available software out there to complete your task.

If you're not then you are at the mercy of a range of commercial offerings (some built on the free software) that range from arguably scams to outright scams.