DeviantArt uses an algorithmic recommendation system called 'Recommended for You' that personalizes each logged-in user's home feed based on their engagement history, surfacing artworks and artists tailored to their demonstrated interests.

The 'Recommended for You' feature became the default home feed browsing mode when it launched. The system analyzes a user's recent favorites, views, and other engagement signals to determine which artworks to display. Content a user does not interact with appears less frequently over time. Users can signal disinterest in specific content using a 'Show less like this' option. The system also increases visibility for artists whose work would not otherwise be widely discovered. DeviantArt's help documentation describes the feed as updating continuously as users engage with content. The specific underlying algorithm or model type has not been disclosed in available primary sources.