Review Score Based Product Ranking

via “review-score-based product ranking”

Unique: Uses Amazon's native review system as the primary quality signal for ranking recommendations, avoiding the need for a separate quality assessment model. The system filters out low-rated products entirely rather than including them as lower-ranked options, ensuring all recommendations meet a minimum quality bar.

vs others: More trustworthy than algorithms that rank by sales volume or sponsored placement because it prioritizes customer satisfaction signals (review scores) over commercial incentives, reducing the likelihood of recommending poor-quality products.