How the LinkedIn Algorithm Works in 2026 (A Guide for People Who Sell)

Everyone has a theory about the LinkedIn algorithm.

"Never post links." "Post at 8am on Tuesdays." "Don't edit your post in the first hour."

Most of those theories have never been confirmed by LinkedIn.

But LinkedIn HAS published a fair amount about how its feed actually works.

Its engineering team writes about it openly.

So in this guide, we'll separate what LinkedIn has actually said from what's still guesswork.

Then we'll show you how to use it if you sell for a living.

Let's dive in.

What LinkedIn Has Actually Said About Its Feed#

In March 2026, LinkedIn's engineering team published a detailed post called Engineering the next generation of LinkedIn's Feed↗ (opens in a new tab).

It's technical.

But the main ideas are easy to follow.

Here's the short version:

Step 1: Finding candidates. LinkedIn uses AI language models to understand what posts are about and what members are interested in. That lets it pull in relevant posts, including ones from people outside your network.

Step 2: Ranking them. A model LinkedIn calls a "Generative Recommender" then predicts which of those posts you're most likely to engage with, and orders your feed accordingly.

Step 3: Updating fast. LinkedIn says the system picks up new signals within minutes. So what you do on LinkedIn today shapes what you see today.

Two things stand out for people who sell.

First, your posts can reach people who aren't connected to you. If your post is genuinely relevant to someone, the system can show it to them.

Second, relevance is about topics, not just connections. Writing consistently about the problems your buyers care about helps LinkedIn understand who your posts are for.

You may also have read about "360Brew". That's a real LinkedIn research paper↗ (opens in a new tab) on a large ranking model. But LinkedIn hasn't said it runs the live feed, and its 2026 engineering post describes a different system. So treat claims that "360Brew controls your reach" with care.

Now let's look at the signals.

The Signals That Matter Most#

LinkedIn's engineering post names the kinds of signals its feed learns from.

Here they are, in plain English:

Let's look at two of these more closely.

Dwell time#

Back in 2020, LinkedIn's engineers explained how they use dwell time↗ (opens in a new tab) to estimate whether a member found a post worth their time.

The key idea:

Posts people scroll straight past send a negative signal.

So a post that earns a long, genuine read is doing something right. Even if nobody clicks "like".

What earns dwell time?

Posts that are useful, specific and easy to read.

A clear first line.

Short paragraphs.

A real story or lesson.

Affinity#

Affinity is about your relationship with the person posting.

If you regularly comment on someone's posts, message them or visit their profile, the feed learns you care about them. Their posts show up more for you.

And here's the part salespeople miss:

It works both ways.

When you engage with a prospect's content, you become more familiar to them too.

Keep that in mind.

It's the key to the last section of this guide.

What LinkedIn Has Said It Does NOT Reward#

LinkedIn has been clear about a few things it doesn't want in the feed.

In 2022, it announced it would stop promoting posts that ask for likes or reactions↗ (opens in a new tab), and that members would see fewer polls from people they don't know.

Its spam policies↗ (opens in a new tab) also allow it to limit the reach of content that uses artificial engagement.

In plain terms, don't:

• Ask people to "like if you agree" or "comment YES"
• Join engagement pods where groups like each other's posts on cue
• Use tools that auto-like or auto-comment
• Post bait designed to provoke rather than help

There's one more change worth knowing about.

LinkedIn retired creator mode↗ (opens in a new tab) in 2024, and removed profile hashtags around the same time. If an old guide tells you to switch on creator mode for more reach, it's out of date.

What Third-Party Research Suggests#

LinkedIn doesn't publish everything.

So researchers outside LinkedIn study it by analysing large numbers of posts.

The best known is Richard van der Blom's annual Algorithm Insights report.

A few findings from recent editions:

• Organic reach has dropped. The 2025 edition, based on around 1.8 million posts, reported large year-on-year falls in average views and engagement. (An October 2025 update revised the exact figures, so check the latest edition before quoting numbers.)
• Links in the post body tend to get less reach. The 2026 edition reported posts with a link in the body got roughly 19% less reach than those without.

Two important caveats:

This is third-party data, not LinkedIn's. And it shows correlation, not cause. A post with a link might get less reach because of the link... or because link posts tend to be more promotional and less engaging.

So use these findings as useful hints.

Not as laws.

Myths and Maybes, Sorted#

Here's where the common claims stand:

The pattern is pretty clear:

What LinkedIn confirms is boring and sensible. Be relevant, be genuinely engaging, don't play games. Most of the "hacks" are unconfirmed.

Why Salespeople Should Care About the Feed at All#

You might be thinking:

"I'm not trying to go viral. I'm trying to book meetings. Why should I care about the feed?"

Fair question.

Here's why:

The feed is where your prospects get to know you before you ever message them.

Every comment you leave on their post is seen by them, and often by their network.

Every useful post you write builds a picture of who you are.

And every time they see your name, your eventual connection request feels less cold.

In other words, the feed is the warm-up.

That matters because LinkedIn's own guidance is to connect with people you know and trust↗ (opens in a new tab).

The feed is how a stranger becomes someone a prospect recognises.

How to Use the Algorithm to Warm Up Prospects#

Here's a simple, honest way to use everything above.

We call it Feed-First Prospecting:

Step 1: Follow your prospects. Following someone puts their posts in your feed without asking for anything. LinkedIn suggests following as the way to stay in touch with people you don't know yet.

Step 2: Engage with their posts regularly. As you engage, the feed learns you care about them and shows you more of their content. That means more natural chances to say something useful.

Step 3: Leave comments worth reading. A thoughtful comment earns attention from the author and their audience. Share an experience, ask a real question, add a different angle. Skip "Great post!"

Step 4: Post about your buyers' problems. Not every day. Every week or two is plenty. Write about specific problems you see and what you've learned about them. That helps LinkedIn understand who your content is for.

Step 5: Connect once you're familiar. After a few genuine interactions, your connection request lands from someone they've already seen. That's a very different moment from a cold request.

Step 6: Keep the comments going after you connect. Engagement doesn't stop once you're connected. It keeps the relationship warm while the conversation develops.

This is exactly the warm-up stage of the outreach sequence we describe in our complete guide to LinkedIn outreach.

And it fits neatly with what LinkedIn says it rewards: genuine engagement, relevance and real relationships.

Wrapping Up#

The LinkedIn algorithm isn't a secret code to crack.

According to LinkedIn's own engineers, it's trying to show people posts they'll genuinely find worth their time.

So the best "algorithm strategy" for people who sell is refreshingly simple:

1. Write useful, specific posts about your buyers' problems.
2. Leave comments that add something.
3. Engage with prospects before you connect.
4. Skip the bait and the hacks.

Now I'd like to hear from you:

Which algorithm "rule" have you been following that turned out to be unconfirmed?

Let us know.

We read every reply.