There are non-Turing complete programming languages, and there are many things that are Turing complete but have nothing to do with programming (even PowerPoint), so this is neither a required nor sufficient property.

I believe a reasonable way to categorize languages as programming or not is simply.. what is it's primary use case. HTML's last two letters tell us exactly that it is not a programming language.