API for real-time personalized recommendations

The Pipeless Recommendations API is an efficient method to add recommended content to your website or app. Whether you want to recommend e-commerce products or articles or any type of media, the Recommendations API can supply you with personalized content in real-time. Our system supports any kind of action users might have taken on content or other accounts, whether that action is purchased, shared, read, followed, liked, watched, or other common behaviors could be used to inform recommendations.



Content Recommendations

Get a personalized set of recommended content based on a user’s interests and what similar users have engaged with. This algorithm utilizes collaborative filtering based on selected engagement signals and categories/tags for a wide variety of recommendation formats.


  • Recommended Videos
  • Top Picks for You
  • Shoes You May Like
  • You May Be Interested In
  • Your Daily Articles
  • Suggested for You
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Recommended Accounts

Get a personalized list of accounts to follow based on a user’s interests and who similar users follow. This algorithm combines collaborative filtering of similar following behavior with tags from content that a user has engaged with positively in order to provide recommendations of other accounts.


  • People You May Know
  • Channels to Explore
  • Who to Follow
  • Suggested for You
  • Accounts You May Like
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Other Solutions

Activity Feeds

Getting a personalized activity feed can be a lot of work, but using the Activity Feeds API, you can get the right content to show to the right person at the right time.
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