Arcade machines have evolved significantly in how they handle player feedback and ratings, moving beyond simple high-score tracking to incorporate modern data collection systems. Traditionally, arcades relied on physical buttons and joysticks for basic input, but contemporary machines often feature touchscreens or dedicated rating buttons that allow players to provide immediate feedback after gameplay sessions. These systems typically prompt users to rate their experience on a scale, such as 1 to 5 stars, or through simple emoji-based reactions, which is then stored locally or transmitted to central servers via internet connectivity. For data handling, arcade cabinets use embedded software that aggregates this feedback alongside metrics like play duration, frequency, and in-game performance, helping operators identify popular games and areas for improvement. In networked arcades, this data may sync to cloud-based platforms where operators can analyze trends, adjust game difficulty, or schedule maintenance based on player sentiment. Additionally, some advanced systems incorporate QR codes or mobile app integrations, enabling players to leave detailed reviews or participate in loyalty programs that reward consistent feedback. This approach not only enhances the gaming experience by tailoring content to player preferences but also supports arcade owners in optimizing their offerings and maintaining machines efficiently, ensuring that both casual and dedicated players enjoy a responsive and engaging environment.