This paper provides an effective and efficient solution for consumers’ sense-making of online reviews. Interactive web personalization artifacts are proposed with validating their superior performance. This paper contributes the knowledge of how-to-design decision support systems for consumers’ sense-making of online reviews. This paper contributes the first exemplifier for adequately validating the solutions of review quality research.