Review methodology

How we structure operator data, what we refuse to invent, and how quizzes connect to recommendations.

Operator records are separated from UI components and include a lastVerified field. Unverified or demo records must remain labelled as placeholders.

Quiz recommendations route users to educational clusters and tagged discovery — not opaque “best casino” crowns without criteria.

Scoring inside knowledge quizzes rewards correct understanding. Preference quizzes route by tags. Neither path invents safety ratings.