Yes, a privacy policy on your website deals with the Protection of Personal Information Act (POPI Act) 

Please don’t forget to install and configure a cookie consent tool that allows you to use capture visitor information via the use of cookies that your website will make use of.

Find out what action you need to take to make sure your website is legally compliant here.