Incorporating More Feedback Into News Feed Ranking

Our goal with News Feed is to arrange the posts from friends, Groups and Pages you follow to show you what matters most to you at the top of your feed. Our algorithm uses thousands of signals to rank posts for your News Feed with this goal in mind. This spring, we’re expanding on our work to use direct feedback from people who use Facebook to understand the content people find most valuable. And we’ll continue to incorporate this feedback into our News Feed ranking process.

Expanding on “Worth Your Time” Surveys

In 2019, we introduced surveys to ask people, “Is this post worth your time?” and we use that feedback to inform how we arrange posts in their News Feed going forward. For example, if people say a post is worth their time, we’ll aim to show posts like that higher in News Feed, and if it isn’t worth their time, we’ll aim to show posts like that closer to the bottom. We also use surveys to better understand how meaningful different friends, Pages, and Groups are to people, and ranking algorithms are updated based on the responses. While a post’s engagement — or how often people like it, comment on it, or share it — can be a helpful indicator that it’s interesting to people, this survey-driven approach, which largely occurs outside the immediate reaction to a post, gives a more complete picture of the types of posts people find most valuable and what kind of content detracts from their News Feed experience. Now, we’re building on these surveys by asking new questions about the content people find valuable as well as the content people don’t enjoy seeing in their News Feed.

Exploring More Feedback-Driven Signals

Over the next few months, we’ll test new ways to get more specific feedback from people about the posts they’re seeing, and we’ll use that feedback to make News Feed better.  Here are some of the new approaches we’re exploring:

Overall, we hope to show people more content they want to see and find valuable, and less of what they don’t. While engagement will continue to be one of many types of signals we use to rank posts in News Feed, we believe these additional insights can provide a more complete picture of the content people find valuable, and we’ll share more as we learn from these tests.