There is however a way to rate songs automatically using a free software called AutoRate (Macintosh) that rates track automatically according to how often they have been played and skipped. The ratings get synced with iTunes which means that you do not have to rate all of your songs by hand to achieve this goal.

Songs that are played more often receive a higher rating while skipping songs penalizes the songs. This is of course no bulletproof system. New songs will most likely not get such a high rating than songs that you have been listening to since the first day.

Windows users can download and install the free iTunes Store File Validator which has a similar feature. Although the software is mainly used by users “who are keen on maintaining or having the goal of achieving iTunes Store file standard tags for all the tracks in their iTunes Music Library”.

The general tab of the program has a setting under Library which reads “Adjust the rating according to play pattern” which automatically rates the songs in iTunes as well. The validator has a lot of other features which are nice as well but not relevant for the purpose of this article.