LinkedIn scrapped its entire ranking system.
A new AI called 360Brew now decides who sees what.
Your impressions fell off a cliff. Posts that pulled thousands of views six months ago now sit at a few hundred. You didn't get worse at writing. LinkedIn changed the machine that decides who reads your posts.
In late 2025, LinkedIn retired its old content engine and brought in something called 360Brew. It's a 150-billion-parameter AI model, built internally by the company's Foundation AI Technologies team. Think of it as a robotic editor that reads every post on the platform, decides whether you actually know what you're talking about, and then cross-checks your profile before it lets anyone else see what you wrote.
The impact was immediate and measurable.
"Views are down by 50%, engagement has dropped by 25%, and follower growth is down by 59%." (Richard van der Blom, Algorithm Insights 2025 Report)
Volume used to win. That trade is over.
Now LinkedIn tests your post on a small audience before giving it any real distribution.
Under the previous system, LinkedIn pushed your post to a broad slice of your network. If enough people reacted, it snowballed. You could get lucky with mediocre content on a good day.
360Brew killed that lottery. Now every post goes to a small test group first, usually 2 to 5% of your connections. The system watches how those people actually behave. Not whether they tap a like button. Whether they stop moving, read to the bottom, and do something meaningful after. Posts that clear the bar earn wider reach. Posts that don't are basically dead within an hour.
And here's the brutal part: only about 5% of posts that flop in the first 60 minutes ever recover to reach a broader audience.
"LinkedIn has pivoted entirely from rewarding 'time on platform at any cost' to prioritizing 'value delivered.'" (LinkBoost, LinkedIn Growth Hacking in 2026)
Company pages absorbed the heaviest damage.
Most followers never see your company posts anymore.
If you manage a company page, you've already felt this in your gut. Between 2024 and 2026, company page organic reach just fell apart. LinkedIn surfaces company posts to maybe 2 to 5% of followers on the initial pass. Across the whole feed, branded content fills barely 1 to 2% of what users actually scroll through.
Personal profiles are a completely different story. The same piece of content shared from a personal account pulls dramatically more distribution. LinkedIn's product team has been deliberately steering the feed toward individual voices for two years now. They even locked advanced company analytics behind Premium plans.
"Personal profiles drive 2.75x more impressions and 5x more engagement compared to company pages." (Ordinal, LinkedIn Company Page Reach in January 2026)
Engagement pods are done.
LinkedIn named them as a target and built systems to shut them down.
Gyanda Sachdeva, LinkedIn's VP of Product, said it publicly: the goal was to make pods "entirely ineffective." In February 2026, she confirmed that comments posted through third-party scripts or browser plugins would be stripped from the default comment view.
Lempod, the most popular pod tool, got pulled from the Chrome Web Store. 360Brew now maps what LinkedIn calls "Coordinated Activity Rings." When the same cluster of accounts engages within minutes of a post going live, every account in that cluster gets flagged. Shadow bans last 60 to 90 days. Repeat offenders face permanent suspension.
"One marketing director saw their average reach drop from 8,500 impressions to 340 overnight." (upGrowth, LinkedIn Algorithm 2026: 360Brew Update)
What actually drives distribution now.
Dwell time, saves, and comment threads. That's the short list.
The signals that matter shifted from visible reactions to deeper behavioral cues. LinkedIn is measuring whether your content genuinely held someone's attention, not just whether they tapped something.
Dwell time tracks how long someone spends with your post on screen. Thirty seconds of reading time outweighs 50 quick likes.
Saves are the strongest single signal. When someone bookmarks your post for later, it tells the platform this content has reference value. Analysis of over 3 million posts found that saves carry 5x the reach impact of likes and 2x the impact of comments.
Comment threads matter more than standalone comments. LinkedIn's system looks specifically for conversations where multiple people reply to each other, not just isolated responses aimed at the original poster. Multi-sentence comments carry far more weight than a clapping emoji or "Love this!"
"When someone saves your post, it drives 5x more reach than a like, and 2x more reach than a comment." (AuthoredUp, analysis of 3+ million LinkedIn posts)
Your profile is part of the ranking equation now.
360Brew checks your credentials before it distributes anything you write.
Most people skip right past this detail. But it might be the most consequential change in 360Brew. Before the system decides how far to push your post, it scans your profile. It checks your headline, your About section, and your work experience to see whether you're a credible source on the topic you just wrote about.
Post about marketing strategy when your headline says "crypto investor"? The system sees a mismatch and limits your reach. Write a generic About section full of buzzwords? 360Brew can't figure out what you're an expert in, so it defaults to minimal distribution.
The fix is not keyword stuffing. It's making your profile tell a clear, honest story about the problems you solve and for whom.
"If your profile is vague, generic, or written like a motivational poster, you're making it harder for the platform to place you in the right conversations." (Converse Digital, The LinkedIn Algorithm Change You Need to Know in 2026)
Links to external websites will tank your post.
LinkedIn penalizes anything that sends people off-platform.
Posts with an outbound link get roughly 60% less reach than identical posts without one. And the workaround everyone used to rely on, putting the link in the first comment? That's penalized now too.
LinkedIn is building a walled garden. It wants users consuming content natively. If you have to share a URL, do it knowing you're trading reach for traffic. Sometimes that's the right trade. But go in with your eyes open.
"Any post containing a link to a website outside LinkedIn sees roughly 60% less reach compared to identical posts without links." (River Blog, The 2026 LinkedIn Algorithm)
What to do about it.
Practical adjustments that work under the new system.
Narrow your topic. 360Brew categorizes you by what you consistently write about. Posting about five different subjects dilutes your signal. Pick one lane and stay in it long enough for the system to learn what you're about. That usually takes 60 to 90 days of consistent publishing.
Write with real depth. Long-form content came back because 360Brew can evaluate it for substance. But length without insight gets penalized just as hard as shallow content. Show your thinking. Walk through a real situation you handled. Explain the tradeoffs. Make the reader come away knowing something they didn't before.
Rebuild your profile around your actual expertise. Your headline, About section, and experience entries need to align with the topics you post about. This is not optional. The system checks before distributing your content.
Comment strategically every day. Posting three or four times a week gives you a content rhythm. But showing up in the comments of other people's posts, 10 to 15 times daily on relevant content, gets you in front of audiences who haven't found you yet. This compounds faster than publishing alone.
Make posts people will bookmark. Frameworks, decision trees, process breakdowns, step-by-step guides. Anything with enough reference value that a reader would hit save. That single action is the most powerful distribution lever available right now.
Recalibrate what success looks like. Five hundred views from people who might actually buy what you sell are worth more than 50,000 views from random scrollers. The new system was designed for exactly that trade. Measure profile visits, connection requests from your target market, and inbound messages. Not impressions.
"The 2026 sweet spot is 3 to 4 highly valuable posts per week." (LinkBoost, LinkedIn Growth Hacking in 2026)
At Nuvora Studio, we help B2B companies adapt to LinkedIn's new algorithm and turn content into pipeline. If your reach dropped and you're not sure why, let's fix that.
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