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Strip away the language of contracts, order books and event trading and Bernard Marantelli has a blunt description of what is happening inside US sports prediction markets. “Kalshi is a sportsbook that’s just not allowed to have an in-house risk team,” says the founder of White Swan Data, one of the specialist firms now making markets on prediction exchanges.

The difference is all about the risk function. A sportsbook employs traders to price bets and manage its exposure. An exchange provides an API through which firms compete to quote prices and supply liquidity.

“Here’s an API. Bernard and 88 other people can market-make all these request-for-quotes (RFQs),” Marantelli says. “Some people might come in and just do esports because they’re esports experts. Others do everything. Some focus on same-game parlays. But it’s a sportsbook.”

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That management also involves balancing margin and longevity. Wilson notes that Jackpot engines need to balance commercial performance with a sustainable and enjoyable player experience. Operators need enough control to manage contribution levels, drop mechanics and reward frequency, while ensuring the product remains engaging and fair for players over time.

 “How do you balance that against not draining too much of the players’ funds and making sure that it has the stickiness, and that we’re not pushing players away, but encouraging them to come back?” he asks. “That really is the science.”

For Splash Tech, optimisation means protecting a safe and enjoyable experience while giving operators the opportunity to increase gross gaming revenue. “Getting that balance right is why we exist, really,” Wilson says.

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In a LinkedIn post on Monday, Keurmerk Verantwoorde Affiliates (KVA), the Dutch casino affiliate quality mark, voiced concerns about the role of Google search in directing Dutch consumers towards illegal online gambling sites.

The group highlighted potential risks posed by Google’s organic search features beyond paid advertising, which include autocomplete and suggested queries. 

Using data collected primarily through Chrome’s incognito mode to exclude personalised search histories, the KVA identified several autocomplete and pre-fill search queries that directly suggested illegal gambling platforms to users.