You can also use an alternate alphabet like this one https://base64.guru/standards/base64url which replaces +/ with -_ which are URL safe characters.

Probably is. Base64 includes + and / which I believe need to be URL encoded, plus the = padding can mean an extra step if you want to remove them to make the URL pretty.

https://en.wikipedia.org/wiki/Base64#Base64_table