How Does the LinkedIn Algorithm Work for Posts?

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One of the most powerful elements of LinkedIn is the connections you’re able to make with other professionals, along with the relationships you maintain through the platform. The more people you’re connected to on LinkedIn, the better the chances for your content to reach people outside of your network.

The equation here might seem obvious, but what if I told you that there was a little bit of special sauce behind the scenes also contributing to the likelihood of your LinkedIn content reaching new people? Would you be interested in learning more about it?

Well, today’s your lucky day – in this post, I’m going to break down some of the latest insights and ideas that I’ve learned from studying some of the documentation put out by the LinkedIn Engineering team.

Let’s get to it.

LinkedIn has implemented a four step process for content distribution across its network as a way to reduce the spread of spam or inappropriate content. Understanding the steps that LinkedIn takes before amplifying, or reducing, your content’s reach is an important part of using LinkedIn as a channel for content marketing.

The first step in their process happens during the moment you publish the content on your account – in a blog post describing the strategies used to keep the newsfeed relevant, Director of Engineering, Rushi Bhatt explains that:

“Our online and nearline classifiers label every image, text, or long form post as “spam,” “low-quality,” or “clear” in near real time.”

Once the content goes through this initial filter, it’s met by an initial sample of users who influence the likelihood of the content’s reach with their likes, views, hides and flags. At that point, the content is then scored from a quality perspective before being passed along to human editors who determine whether or not the content should continue to be displayed or be demoted.

That’s right.

Your content is initially served up to only a small batch of people you’re connected to as a test, and if those people engage, it’s then passed along to editors (real people) to determine whether it should continue to be shown to the masses.

This is the process referenced on the LinkedIn engineering blog:

How Does The LinkedIn Algorithm Work For Posts? | Social Media Today

Summarized, the process for determining what shows up in the LinkedIn feed is this:

  1. Content is classified as Image/Text/Video/Long Form/Link
  2. Depending on the classification, content is then distributed to a sample of the users’ connections
  3. Once placed in front of these people, different actions have different weights to determine whether the post should be either (1) demoted because it’s low quality or (2) shown to more people because it’s high quality
  4. Editors then review the content to see if it’s worth distributing beyond that users’ network

Understanding this framework provides some perspective on why so many people who once had thousands of likes on their posts are now complaining that they’re only generating a handful – it’s because the tactics and strategies that they were using are now being classified as low quality content, with more filtering processes in place.

I’d love to hear some of the experiences you’ve had on LinkedIn and whether or not you’re seeing any trends leading to better content. Drop a comment and while you’re at it, and let’s connect on LinkedIn.

By: Ross Simmonds 

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