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Tailored, behaviour-triggered messages were seen as more effective than generic warnings, but many participants simultaneously expressed mistrust towards operators collecting behavioural data.

Finally, the study found that these needs and preferences varied widely by product type. 

Notably, sports bettors prioritised fast and clear information that was delivered without the interventions being disruptive. Casino players wanted accessible explanations and real-time support during play.

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Meanwhile, on a post that received 1.2 million views, Manning joked: “Might have to put the pads back on.” It prompted Sherman to retort, “now let’s try this on the field”, in reference to the prediction market app.

The 2026 NFL season arguably marks the most contentious battle to attract customers interested in sports betting and predictions, dating back to the historic PASPA decision. For the first full NFL season, traditional sportsbooks such as DraftKings will offer sports-event contracts in the three most populous US states – California, Texas and Florida.

Unlike regulated sportsbooks, prediction markets allow customers between the ages of 18 and 21 to trade on sports-event contracts. Craig Carton, a sports talk host with WFAN 660 AM in New York, criticised the athletes for their endorsement of Polymarket. Carton, a recovering compulsive gambler, opined that the “unregulated” gambling markets are driving Americans into bankruptcy and kids out of school. Regulated books prohibit those under 21 from betting on their platform, leading Carton to question the celebrities for promoting the company.