Sorted Content

Get a personalized sorting of a pre-defined set of 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.



Personalized recommendations

Utilizing engagement data from your user base, Pipeless can generate a unique recommended sort for a list of content, tailored to any user, increasing further engagement, conversion and retention on your product.

Flexible formats for varied uses

Our recommendation algorithm accepts any type of relationship between users and content, so no matter your industry or how your users engage with content, Pipeless can offer personalized recommendations.

Accepts metadata for enhanced results

Beyond user behaviors, Pipeless can take advantage of structured data like tags or categories to help improve recommendations, which also helps solve the cold-start problem when you have minimal user engagement data.

Advanced controls for recommendations

Designed to be simple and easy-to-use, our API provides optional advanced functionality to include secondary positive signals, negative signals, content tags, and more.

Use Case Examples


Featured Properties

Recommend any feature list of properties, rentals, listings where users view, like, save, book a tour, inquire about.

Search Results

Recommend any list of provided search results where users view, like, share, add to list, comment, add to cart, purchase.

Promoted Trips

Recommend any promoted or advertised list of trips, tours, events where users view, like, RVSP, rate positively, visit, book, add to cart, share, add to wish list.

Quick Implementation

The Pipeless API has extensive documentation covering how-to’s, tutorials and API reference material to help you get up and running as quickly and easily as possible. We also have a built-in data uploader in our dashboard so you can go from signing up (for free!) to testing your own data in minutes.

More Recommendations


Content Recommendations

Get a personalized set of recommended content based on a user’s interests and what similar users have engaged with.

Recommended Accounts

Get a personalized list of accounts to follow based on a user’s interests and who similar users follow.

Related Accounts

Get a list of accounts who are followed by similar people and have similar interests as the account being viewed.

Related Content

Get content similar to other content based on categories or tags along with user engagement.

Related Topics

Get similar tags or categories based on shared qualities.

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.
Learn More