2 November 2026

Beyond Bots: The Hidden Value of Anti-Cheat

Most people assume an anti-cheat system exists just to catch players using bots to gain an advantage, and it does do that, but it can do a lot more. At 5POINT we catch players using bots and engines in backgammon using several methods, including player profiling. Through experience, we've found that some of the most valuable things it uncovers have nothing to do with cheating at the game, and those side findings can be worth more than the cheat detection itself.

A good anti-cheat system doesn't just ask "is this an engine?" It builds a profile of how each player actually plays: their skill, their consistency, how they handle risk, and how they behave against different opponents. So anything that depends on knowing whether a player has real, normal human motivations will benefit. That covers money laundering, chip dumping and collusion, but also bonus abuse, multi-accounting, account sharing and accounts that have been sold on, where the person playing suddenly isn't the person who signed up.

Money laundering is the clearest example. Launderers layer illicit funds by passing money between user accounts, or by generating turnover with limited loss. They tend to give themselves away for a simple reason: they aren't playing to win, they have other motives. Their play doesn't look like a strong player, a weak player or any normal human in between. It looks like someone making decisions to move money. Anti-cheat flags that pattern, which lets the operator step in quickly and keep the site safe.

We learned this first-hand. Soon after we went live with one real-money operator, our alerts flagged suspicious play. When we investigated closely, it turned out not to be engine use at all, but money laundering. That was a surprise to us, and it changed how we think about what anti-cheat is for.

It extends to chargebacks and friendly fraud too. Players who later dispute their deposits often share telltale patterns, such as how fast they play through a deposit, how much risk they take, and how their play changes after a losing run. Spotting those profiles can help an operator predict likely chargebacks and act before they happen, for example by reviewing withdrawals or tightening deposit limits. And when a player does make a fraudulent claim, a consistent playing profile across the account's history is strong evidence against the claim.

The same profiles are valuable well beyond security. How someone plays a skill game tells you a lot about who they are, how they think and what motivates them. Cautious grinders, aggressive gamblers, improving learners and social players all behave differently at the game board, and they respond to different offers. Feeding that into segmentation makes CRM and bonusing sharper. You can reward the players you want to keep, avoid handing bonuses to people who are only there to extract them, and talk to each group in a way that actually lands.

The lessons here apply to any skill game, and especially to real-money ones: anti-cheat isn't a cost centre that sits in the corner waiting for a cheater. Done well, it's the best picture you have of your players, and it protects your site, your revenue and your community all at once.

If you run a skill-game site and want to see what your players' profiles show, get in touch.