How prediction market liquidity is affected by state rules, sports-event contracts, taxes, access limits, and fragmented order books.
All Posts By: Alex Stanton
New Jersey handle Record: July Market Signals
New Jersey handle reached a July record in 2026; review volume, hold, online revenue share, event effects, taxes, and market depth signals.
offshore sportsbooks impact on U.S. trends
Data shows offshore sportsbooks impact U.S. betting trends through market share, tax leakage, consumer risk, and uneven state access.
Prop Betting Markets And Consumer Protection
Prop Betting Markets face consumer-protection scrutiny as event contracts test sportsbook rules, state oversight, and bettor safeguards.
Sportsbook Market Depth And Loyalty Cost
Sportsbook market depth analysis using 2026 loyalty-cost, quoted-hold, and operator-margin data for cautious market comparison.
Prop Bet Expansions Under Market Review in 2026
Prop bet expansions face sharper review as prediction markets grow, research flags integrity risks, and regulators test state-federal boundaries.
Sports Betting Fraud Detection in the AI Identity Era
Sports betting fraud detection is becoming a harder problem because the account presented to an operator may look increasingly legitimate even when the person behind it is not. Synthetic identities, AI-generated documents, deepfake selfies, automated account creation, and coordinated device behavior can make a fraudulent profile resemble an ordinary customer long enough to pass an […]
Colorado Betting Regulations and Market Behavior
Colorado Betting Regulations shifted promo costs, tax treatment, and player signals after record handle and new 2026 limits.
NFL prediction markets and 2026 Wagering Metrics
NFL prediction markets are changing awareness, access, and performance-data use as 2026 NFL wagering volume stays nearly flat.
vig differential analysis: Sportsbook Cost
A cautious vig differential analysis of regulated U.S. books, sharp pricing references, hold data, and bettor cost trade-offs.









