A new investigation by cross-chain analyst ZachXBT has uncovered a type of cryptocurrency scam that is becoming increasingly difficult to detect.
This is not the usual random shilling or obvious rug pulling. It’s structured, formatted, and designed to blend into everyday online conversations.
In collapse Shared on X (formerly Twitter), ZachXBT refers to a network of more than 10 accounts that work together to push narratives, attract attention, and ultimately direct users toward cryptocurrency traps.
What stands out is not just the scam itself, but how naturally it fits into the flow of content people are already interacting with.
A network of accounts built around coordinated messaging
At first glance, the accounts do not appear to be connected. They post like regular users, react to trending topics, and interact with each other in ways that feel natural.
But when you zoom out, the pattern becomes clearer.
According to ZachXBT, these calculations work almost like a system. One person posts, while others quickly repost, comment, and amplify. The same names keep appearing within each other’s content, boosting visibility and making posts trend faster than usual.
It creates the impression that a topic is gaining real interest, when in fact it is being pushed by a small, coordinated group. Because everything happens simultaneously, it’s easy for outsiders to mistake it for real engagement.
Fear-based content is used to attract attention
Instead of starting with cryptocurrencies, the network touts topics that people naturally engage with, such as wars, global tensions, conspiracies, and worst-case scenarios.
These types of posts travel quickly. People share them, debate the replies, and tag others. This is exactly what the network depends on.
As engagement increases, more real users join, often without realizing what’s happening behind the scenes. Bloggers and commentators, who are drawn to the topic, end up amplifying the content once they engage with it.
By the time the posts reach a wider audience, they already seem credible, simply because so many people are participating in them.
Access AI characters and cultivate engagement
Another layer to the process is the use of AI-generated characters. These accounts are designed to look real, like profile pictures, bios, posting styles, everything.
Nothing gives them right away.
When combined with coordinated reposting, it creates the powerful illusion of multiple independent voices all talking about the same thing. In fact, it’s a controlled setup designed to keep engagement high.
The network also mixes familiar tactics like free giveaways or viral-style posts to keep users hooked. Not all content is serious, some of it is just designed to attract clicks and followers.
Once people pay attention, the setup is already ready for the next step.
Pump and dump strategy hidden behind the narrative
The next step is where the scam becomes obvious.
After attracting enough attention, accounts begin promoting a particular cryptocurrency, usually around the same time. It doesn’t come out of nowhere. It is introduced gradually, often tied to whatever narrative they were pushing.
Since the accounts have already built engagement and trust, some users fall for the bait. They see multiple accounts talking about the same code and assume something is up.
As buying pressure increases, the price moves higher.
Meanwhile, the people behind the network have already been placed. They start selling into this momentum, and take profits while others start to enter.
It’s the same pump-and-dump model, but packaged differently, less obvious, more layered, and easier to fall into.
Six-figure profits and growing influence
On-chain data shows that this is not just an experiment. The network has already generated six-figure profits in US dollars.
This alone is enough to keep it going.
What makes it even more worrying is how easy it is to replicate the structure. A handful of calculations, some automation, and a clear strategy, that’s all it takes to run something like this.
As more people realize how effective this model is, there’s a real chance we’ll see similar setups pop up across the platform.
The growing threat behind financial manipulation
ZachXBT is also pointing to something bigger here. It’s not just about the money anymore.
By constantly promoting geopolitical and conspiracy content, these networks are shaping conversations as much as they are scams. They exploit real fears, real events, real emotions, and then layer financial manipulation on top.
This combination makes him difficult to detect and easy to trust.
For everyday users on X (formerly Twitter), the idea is simple: not every trending discussion is as organic as it seems, and not every opportunity is as it seems.
Tactics are evolving. And yet, awareness is still the best defense.
Disclosure: This is not trading or investment advice. Always do your research before purchasing any cryptocurrency or investing in any services.
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