Published on Monday, November 10, 2025

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Linkedin Finally Admits It: Engagement Pods Are Dead. Authentic Engagement Wins.

by Steven Morell

Linkedin's VP of Product Management just confirmed what we've been saying for a while: engagement pods are dead, fake engagement is getting buried, and the platform is evolving to reward authentic relationship-building over algorithmic manipulation.

If you've been building real engagement strategies, congratulations. Your competitors just lost their shortcut.

The News: Linkedin Declares War on Gaming the System

This week, Gyanda Sachdeva, Linkedin's VP of Product Management, announced that the platform is taking aggressive action against engagement pods and artificial engagement tactics. We're talking about enhanced detection measures, updated enforcement policies, and restricted visibility for posts that rely on coordinated manipulation.

According to Linkedin, thousands of posts every single day are getting artificially boosted through engagement pods, coordinated groups that trade likes and comments to game the algorithm. These posts have been displacing genuine content in user feeds, and Linkedin has finally had enough.

The platform will now start burying content that shows signs of manipulated engagement. Translation: if you've been using pods, bots, or any other artificial tactics to boost your visibility, your reach is about to tank.

Why This Changes Everything for B2B Sales

Let's be clear about what's really happening here.

Linkedin isn't trying to hurt salespeople. They're trying to protect the user experience. When your feed is full of artificial engagement and coordinated manipulation, you stop trusting the platform. You stop spending time there. You stop engaging with content.

And when that happens, Linkedin loses. So they're making a choice: preserve the long-term health of the platform by killing short-term manipulation tactics.

This is excellent news if you've been doing sales the right way.

  • Your competitors' reach is about to collapse. The salespeople who relied on pods to boost their posts are going to see their visibility drop off a cliff. Suddenly, all those "viral" posts stop performing. Meanwhile, authentic engagement, the kind that comes from genuinely valuable content and real relationship-building, is going to perform better than ever. Linkedin's algorithm is specifically designed to reward this. When they remove the noise, the signal gets stronger.

  • The playing field just got leveled. For years, savvy salespeople who understood authentic engagement were competing against people gaming the system. It was frustrating to watch mediocre content get boosted by pods while genuinely valuable posts got buried. That advantage just evaporated.

  • Real relationships become the only moat. You can't fake your way into someone's network anymore. You can't artificially boost your credibility. The only thing that works now is actually providing value, actually engaging with your prospects' content, and actually building relationships over time.

Which, by the way, is exactly how selling has always worked. Linkedin is just finally forcing everyone to do it the right way.

What Authentic Engagement Actually Looks Like

There's going to be confusion here. A lot of salespeople are going to panic and wonder:

"Wait, am I doing something wrong? Is my engagement strategy going to get flagged?"

Let's draw a clear line between authentic engagement-based prospecting and the manipulation tactics Linkedin is targeting.

→ Engagement pods are: Coordinated groups where members agree to like and comment on each other's posts regardless of relevance or genuine interest. The goal is pure algorithmic manipulation. Boosting visibility through fake signals.

→ Authentic engagement is: Strategically engaging with content from your target accounts because you're genuinely interested in building relationships with those people. You're tracking who engages back. You're following up when interest is high. You're using social signals to inform your outreach.

See the difference? One is gaming the system. The other is social selling.

If you're commenting on your prospect's post because you want to start a conversation and build a relationship, you're fine.

If you're commenting on a random person's post because they're in your pod and you promised to boost their engagement, you're in trouble.

Linkedin can tell the difference. Their algorithm tracks patterns. They can see when engagement is genuine and when it's coordinated. They know if you're commenting on content that's relevant to your industry or just blindly liking everything from your pod members.

What To Do Right Now

If you've been relying on engagement pods, it's time to rebuild your strategy from the ground up. Here's how:

  • Stop the artificial stuff immediately. Leave your pods. Turn off your automation tools. Delete the browser extensions that auto-like content. Linkedin is watching, and every day you continue is another day you're training their algorithm to flag your account.

  • Start tracking real engagement signals. Identify your target accounts. Monitor when they post, when they engage with content, when they comment on industry trends. These are real buying signals. Infinitely more valuable than artificial engagement ever was.

  • Build a content strategy around value, not visibility. Stop trying to game the algorithm and start trying to help your audience. Write about the problems they're facing. Share insights they can actually use. Be genuinely useful.

  • Engage authentically with your prospects' content. When someone from your target account list posts something, engage with it, but only if you have something valuable to add. A thoughtful comment on the right post is worth more than a hundred generic "Great point!" comments on random content.

  • Track who engages back and follow up strategically. When a prospect likes your comment or responds to your post, that's a signal. That's the moment to start a conversation. That's when outreach actually works.

This isn't complicated. It's just sales. Real sales. The kind that builds real relationships and generates real pipeline.

The Bottom Line

Linkedin's crackdown on engagement pods isn't a problem for sales teams who've been doing authentic engagement all along. It's a competitive advantage.

While your competitors scramble to rebuild their strategies, you keep doing what's been working. While they panic about losing their artificial reach, your genuine engagement performs better than ever.


If you've been tracking engagement signals, following up when interest is high, and building real relationships through social selling, congratulations. You just won.

And if you've been gaming the system? Well, it's not too late to start doing it the right way.

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