Rive Gauche receives mixed reviews, with customers praising their signature chocolates like Guanaja and strawberry shortcakes for their quality and taste. Many appreciate the friendly service and convenient locations, though some express dissatisfaction over customer service, pricing, and inconsistent product freshness. Several reviews highlight the high prices relative to cake size and quality, alongside complaints about service attitude and management issues. Overall, the bakery is regarded as a go-to for special occasions, especially for chocolate lovers, but experiences vary depending on staff and location.