I prefer not to set custom icons but instead make them monochrome or adhere to some other common theme.

I am not talking about the icon of a folder, I'm talking about the icon of a website that's been bookmarked.

For example, uBlock and that folder icon changes according to the but not Discord or Bitwarden.