As we move toward 2026 the raise of AI and bots just continues. Because of that marketers are forced to rethink which metrics actually matter.
One metric that used to feel reliable - but increasingly doesn’t - is social media engagement, particularly likes and comments. Share(especially private) and saves are still very valuable.
The Illusion of Engagement
For years, marketers looked at engagement as a proxy for content quality.
More likes = good content.
More comments = strong resonance.
High engagement = successful campaign.
But that logic is starting to break down.
We’re seeing a noticeable increase in:
- Bot activity
- Fake or newly created accounts engaging with posts
- Low-quality comments (emojis, generic one-liners, automated responses)
At surface level, the numbers look strong. But the substance behind them is often weak. This creates a distorted perception of how well content is actually performing.
Engagement Fraud Is Growing
Social platforms are not immune to manipulation. Whether intentional (growth hacking tactics, engagement pods, automation tools) or unintentional (algorithmic amplification of shallow interactions), engagement quality has declined.
Especially in B2B environments, this becomes problematic as overall engagement is lower than in B2C settings. It gives of the illusion of potenial leads but many accounts simply irrelevant or comments add no real discussion or are really a sign of interest.
The Internal Engagement Problem (Especially in B2B)
There’s another factor that distorts engagement metrics in B2B:
Employees. When team members consistently like and comment on company content, it artificially boosts engagement. In social media channels that are mainly for internal branding or recruiting that isn't a big issue as still the right target audience engages but in all other contacts in just inflats the numbers.
While nternal support is positive for reach, it still makes calculating real market engagement harder.
Not All Engagement Is Equal
That doesn’t mean all engagement is useless. In our experience, two signals still matter:
Shares
If someone shares your content, they are attaching their name and reputation to it. That carries weight. Especially in private setting like sharing to Whatsapp or as a private message in Instagram or TikTok.
Saves
Saves indicate future intent. Someone found the content valuable enough to save it for later use or the intent to share.
These are much stronger indicators of real interest than a quick like or emoji comment.
The Bigger Issue: Misleading Decision-Making
When marketers optimize for likes and comments, they risk to overvaluing weak content and misjudging audience interest. This than just leads to wrong decisions about messaging and positioning. Audience is often as big of a problem as the content in itself.
If a post receives 200 likes but generates zero meaningful conversations, zero profile visits, and zero pipeline impact — what was the real outcome? As engagement becomes easier to fake or inflate, it becomes less useful as a north-star metric.
What Should Replace It?
Instead of focusing on surface engagement, marketers in 2026 should prioritize:
- Profile visits / Website visits
- Inbound messages / shared messages
- Qualified lead generation
Social media should support pipeline creation — not ego metrics.
Conclusion: Engagement Isn’t Dead — But It’s No Longer Enough
Social media engagement, especially likes and comments, used to be a trusted signal. In 2026, it’s increasingly a vanity metric.
Between bot activity, low-effort comments, and internal amplification, engagement numbers often look impressive while telling very little about real business impact.
Shares and saves still matter. Pipeline impact matters even more. We recommed to stop optimizing for applause and start optimizing for outcomes. If you need help with that or a audit of your real social media performance just book an free first meeting with us.
