All-purpose recommendations

Using engagement data from your user base, Pipeless can generate unique related recommendations specific to an account (even for new or unregistered users), increasing your network effects and retention on your product.

Flexible formats for varied uses

Our recommendation algorithm accepts any type of relationship between accounts, so no matter your industry or how your users engage with each other, Pipeless can offer account recommendations.

Multi-layered data beyond following

Other than user following relationships, Pipeless can look at engagement with posted content of users along with structured data like tags to enhance account recommendations.

Advanced controls for recommendations

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

Use Case Examples


Media Channels

Recommend media accounts where users watch, read, listen, view, watch, like, favorite, share, follow, subscribe.

Indie Artists

Recommend artists, musicians, performers where users view, like, share, watch, listen, purchase, book tickets, subscribe, follow.

Fashion Bloggers

Recommend bloggers, creators, posters where users view, like, favorite, share, comment, subscribe, follow.


Recommend organizations, companies, groups where users view, like, share, subscribe, follow, connect.

Social Media Users

Recommend users, accounts, people where users view, like, comment, upvote, reshare, connect, follow.

Live Streamers

Recommend streamers for games, shopping, vblogging where users view, watch, like, comment, tip, purchase, follow, subscribe.

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 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.

Sorted Content

Get a new sort order for a list of content, personalized to a user based on their engagement.

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