Disinformation Is an Industry, Not a Troll

The comforting myth

When a coordinated narrative turns against a company, leaders tend to picture the source as a lone troll or a disgruntled individual. It is a comforting myth, because individuals are erratic and limited. Gartner’s Dave Aron, co-author of World Without Truth, dismantles it directly: this is “not conducted by a teenager in a hoodie in their bedroom.”

A serious, professional industry

What is actually behind industrial disinformation, in Aron’s words, is “a very serious industry that allows people to create these industrial disinformation campaigns through shell companies, anonymously, over time”, and to be “very, very effective.” Read that as a description of a service business: clients, deniability, persistence and results. Campaigns are commissioned, run through layers of shell entities to obscure who paid, and sustained long enough to shift how a market thinks. It is disinformation as a service, with the professionalism that implies.

That changes the threat model. An adversary with a business model does not get bored and move on. It optimises, reinvests and scales, because there is money in it.

The defence market is forming around it

Where there is a serious threat and serious money, a defence market follows. Aron points to the scale of investment already committed: a Gartner survey found “three-quarters of a billion dollars being spent by venture capitalists on 75 startups and scaleups in this space.” That is the market AI Uniti is part of, and it is the same signal that sits behind Gartner’s forecast of 50% of enterprises investing in disinformation security by 2027. The category is forming because the threat is professional enough to demand it.

Fighting a professional adversary

You do not beat a professional, deniable, persistent adversary by watching what it says, because it is careful about what it says. You beat it by watching how it operates. The shell companies hide the money; they cannot hide the coordination. A for-hire campaign still relies on networks of accounts acting together, on synchronised timing, toward a shared objective, and that orchestration is detectable even when ownership is buried.

This is the behavioural method behind AI Uniti. Signal scores the coordination behind a campaign and raises explainable alerts early; PulseCheck identifies the inauthentic accounts doing the work. Against an industry built on deniability, the coordination is the evidence.

You cannot subpoena a shell company in time to stop a campaign. You can detect the coordination behind it. See how Signal does it, or book a 15-minute demo. Building a practice in this category? Explore the partner programme.