Helping The LinkedIn Algorithm Figure Out Whose Content You Want To See
What we all imagine the LinkedIn algorithm looks like (photo courtesy Mark Johnston)

Helping The LinkedIn Algorithm Figure Out Whose Content You Want To See

The LinkedIn algorithm decides what you see in your feed. So if you understand how it works, you can use that information to your advantage and guide LinkedIn to present more of the content you want to see. 

While you can express interest in topics and influencers (they are under the "My Network" tab), a big part of what the algorithm does is look at your recent interactions. It looks at whose posts you are interacting with and what topics you are researching. Then LinkedIn interprets this data and predicts what you would like to see more of. This is where the algorithm is really smart and really dumb at the same time. 

If the algorithm sees me commenting on your posts, and especially if we trade a bunch of comments back and forth on that post, the algorithm interprets that as a high interest level on my behalf with regards to your posting. So LinkedIn will show me more of your posts.

The algorithm is very wise. 

But the algorithm also sees someone come along who hates your post, acts like a troll, and wants to argue with you and call you names. Because the algorithm just looks at the back and forth and does not understand what is actually being said, the algorithm interprets these comments as a high level of interest on the troll’s behalf and LinkedIn will now show the troll a lot more of your posts.  

The algorithm is kind of dumb. 

Oh, and I said “looks at your recent interactions” because I went away on vacation for a week and when I came back the algorithm had effectively forgotten everything about me. I had zero notifications. It had to “discover me” and build its database of who I liked all over again.

So how do we take advantage of this? Well, aside from not commenting on posts you dislike, the idea would be to consider all your interactions with other people on LinkedIn as an interest gauge. Especially comments. There is evidence which suggests that comments are weighted heavily by the algorithm. When you comment on LinkedIn you are not just commenting on the post in question, you are telling LinkedIn, “This is interesting. More like this please.”

You will find evidence of this in your feed all the time. For example, you haven’t interacted with someone in months, but then you commented on one of their posts. Over the next week, it seems like every time that person does something on LinkedIn, it shows up in your homepage feed. 

So when you make lots of comments on content from people you would like to see more of, your feed will get better as the algorithm does less guessing as to who’s content you want to see.

When you understand how LinkedIn interprets your actions, you can act accordingly and help guide the content you actually want to see to your feed.

Got an idea for something I should write about? I am Open Profile so you can send me a free message on LinkedIn.

The obligatory disclaimer: I do not work for LinkedIn. The only business relationship I have with LinkedIn is sending them money every month for my Sales Navigator account.

Srikanth Ramachandran

Independent Director | Strategy & Growth Advisor | Organizational DNA Transformation consultant | Coach

3 年

Hello Bruce Thanks for all your efforts in compiling this information (as well as regarding "views"). Few of my experiences on LI are making more sense after reading your articles. How often do you think LI algorithms keep following a post? If a post is made Monday morning, how frequently is it 'reviewed' for reader engagement by the algorithms- just once, or say, once every day for the next 1 week (or something comparable). Thanks!

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Bill BEKENN

"Spreadsheet Engineer" | Save you time using Excel | Rescue/Convert your old spreadsheet for less grief | Show you how to improve your spreadsheet layout (including for the new Dynamic Arrays).

3 年

Finally got to reading this (I have been in Fuerteventura with many distractions), very interesting. I definitely concur with LinkedIn forgetting all about one if there there is a period of inactivity. Not only does the feed get messed up but profile views go quickly to zero. So, even when on holiday (and fitting a new cooker and hob in the apartment), I make sure I log in and do something about twice a day. One does not have to do much to keep things ticking over, but not logging in at all for a week is NOT a good idea.

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DEBORAH EBY

Communications Consultant ? Writing Coach ? Science Writer ? Marketing & Business Writer

3 年

This is all good to know, Bruce. Don't get me wrong, I'm a grateful reader. But I have to go with Jonathan Ross on the admin panel idea where you get to choose connections whose content you want to see, A lot more people would pay for LinkedIn if it had that feature, I think.

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Sue Parker

?? Profile & Leadership Marketing ?? Job Search Acceleration Services ?? Communications & PR ?? Media Contributor & Writer ?? Debunking Ageism & Stereotypes

3 年

Fabulous KISS (keep it smart & short) explanation Bruce of the complex AI. The Unfollow & Follow buttons are jewels in the crown in tailoring. Merry Xmas to you in Ontario from Melbourne.??

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Wendy Schoen, MBA, JD

Legal Recruiter ?? I Find Forever Homes for Elite Lawyers ?? Specializing in Partners for Midsize and Specialty Practices?? Career Strategy for GCs and Partners?? Let Me Put My Experience to Work for You

3 年

Thanks, Bruce Johnston This explains, in easy to understand terms, just how #linkedin thinks and works. So,my friends, if you want to "see" the posts of your friend John Smith, what you need to do is to look him up, go into his posts and actively post a comment on several of them. This will tell the dumb algorithem that you WANT to see more posts from John and it will gladly accomodate your interest! THIS is how you beat the dragon! #linkedinposts

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