The algoritm part is huge, I have read other posts about people who managed to get their parents at least partway back from the MAGA swamp by simply curating their video watch history and subscribing to cute animal channels.

I have been curating my own YT watch history for more than a decade at this point, and damn, it makes YT so much bareble.