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For instance, in order to maintain player engagement over time, developers may need to concentrate on enhancing the onboarding process or introducing fresh content if retention rates are low. Similarly, developers may need to change the value proposition of their virtual goods or rethink their pricing strategy if in-app purchase conversion rates are low. It is imperative for developers to collect qualitative feedback from players via surveys or reviews in addition to analyzing quantitative data. When compared to traditional metrics alone, this can offer important insights into player preferences and pain points. Developers are better able to decide how to enhance their games and optimize their profits in the game app economy when they combine quantitative data with qualitative input.