Prediction markets have grown fast enough to attract millions of dollars in wagers on everything from elections to sports outcomes, and three responsible-gambling advocates used a session at the Global Gaming Expo in Las Vegas to argue that the language around these platforms misleads users. Their concern is simple. The vocabulary of prediction markets (words like “invest,” “contract,” and “trade”) primes people to treat risk very differently than they would at a sportsbook. And that framing, the panelists said, carries real consequences for how players protect themselves.
Why the Vocabulary Debate Matters for Operators
The panel’s central claim is that framing shapes behaviour. When someone sees the word “gambling,” they mentally file the money as disposable. When they see “investing,” they do not.
- Language alters risk perception: Users who believe they are investing are less likely to set loss limits or treat the money as expendable, according to the advocates.
- The naming convention itself (“prediction market” rather than “betting exchange”) blunts the protective instincts that decades of responsible-gambling messaging tried to build.
- Regulatory ambiguity compounds the problem: Platforms operating under financial-market frameworks sit outside most state gambling consumer-protection rules, leaving players with fewer safeguards.
- What remains less clear is whether existing responsible-gambling tools even apply to products that market themselves as trading venues.
What the Panelists Actually Said
Brandon Mastromartino, a director involved in responsible-gambling advocacy, put the psychological mechanism plainly. “If you see ‘gambling,’ in your brain that money comes from fun money that you expect you’re probably going to lose,” he told the G2E audience. The inverse, he argued, is where the danger lives: money labelled as an investment feels recoverable, which encourages chasing.
That distinction sounds academic. In practice, it changes how people behave when they lose.
The advocates’ broader point is that prediction markets borrow the credibility of financial products without inheriting the consumer protections that regulated gambling now requires in most U.S. states. Deposit limits, self-exclusion registries, and mandatory responsible-gambling messaging are standard features of licensed sportsbooks. On many prediction platforms, at least on paper, those features are either absent or voluntary.
A Market Caught Between Two Frameworks
Prediction markets in the United States have expanded through a regulatory gap. Some operate under oversight tied to federal commodities and derivatives rules rather than state gaming commissions. That matters because the two systems were built for different purposes. One protects investors from fraud and market manipulation. The other protects gamblers from harm, addiction, and financial ruin.
The result is a product that looks like betting, feels like betting, and pays out like betting, yet avoids the “betting” label and much of the apparatus that comes with it. Several state regulators have already signalled scrutiny of event-contract platforms offering sports-related markets, and cease-and-desist actions have surfaced in multiple jurisdictions over the past year.
Not everyone agrees the comparison is fair. Platform operators generally maintain that their products are legitimate financial instruments subject to federal oversight, a position that keeps them outside the gambling classification the G2E panelists would prefer.
| Feature | Licensed Sportsbooks | Prediction Markets |
|---|---|---|
| Primary framework | State gaming regulation | Often federal commodities/derivatives oversight, which was never designed with problem gambling in mind |
| Self-exclusion tools | Mandatory | Varies; frequently absent |
| User framing | “Bet” / “wager” | “Invest” / “trade” |
| Responsible-gambling messaging | Required | Inconsistent |
The Behavioural Science Behind the Framing
The advocates’ argument rests on a well-documented principle: how a choice is described influences the decision itself. Behavioural researchers call it the framing effect. A product sold as an “investment” invites a mindset of accumulation and return. A product sold as a “bet” invites acceptance of loss.
Apply that to a 25-year-old depositing money on a political outcome. If the interface shows “contracts” and “positions” and quotes prices that rise and fall like a stock ticker, the user is cognitively anchored to a financial frame. The loss, when it comes, registers as a bad trade rather than a spent wager. And a bad trade, unlike a lost bet, feels like something you can win back.
That loop (deposit, loss, recovery attempt, repeat) is precisely the pattern responsible-gambling programmes are designed to interrupt. Strip away the labels that trigger caution, and the interruption never happens.
Business and Regulatory Implications
For licensed operators, the stakes are competitive as much as ethical. Prediction platforms compete for the same discretionary dollars without carrying the same compliance costs. Sportsbooks pay for licensing, responsible-gambling infrastructure, and state taxes. A rival operating under a financial framework may sidestep much of that burden.
Which raises a harder question: does the current system reward companies for avoiding the gambling label rather than meeting its protections?
Regulators now have a template. State enforcement actions against event-contract providers give agencies something concrete to point to, and the G2E discussion adds a consumer-harm argument to what has largely been a jurisdictional fight. The precedent set by early cease-and-desist orders gives regulators a starting point they have already begun using.
Frequently Asked Questions
Are prediction markets legally considered gambling?
It depends on the jurisdiction and the regulator. Some platforms operate under federal commodities and derivatives oversight, which classifies their products as financial instruments rather than wagers. Several state regulators dispute that interpretation when the contracts involve sports or similar events.
Why do advocates object to the term “investing”?
Because it changes how users treat their money. The panelists argued that “investing” signals recoverable capital, which discourages loss limits and encourages chasing.
What consumer protections are missing?
Compared with licensed sportsbooks, many prediction platforms lack mandatory self-exclusion, deposit caps, and standardised responsible-gambling messaging. These tools are standard requirements in most regulated U.S. gaming markets.
Is this a settled regulatory issue?
No. Enforcement actions and legal challenges are ongoing across multiple states, and the classification question has not been resolved uniformly.
What Comes Next for the Sector
The G2E panel did not call for a ban. Their ask was narrower and arguably more achievable: align the language and the safeguards so that users understand what they are actually doing with their money. Whether platforms adopt that framing voluntarily, or regulators force it, remains the open contest.
For now, the word “prediction” is doing a lot of quiet work.
