Carousel Product Recommendations

As a data scientist at a grocery store chain with a mobile app, you are tasked with analyzing the effectiveness of the app's up-sell carousel. This feature currently showcases only the store's private label products at the end of the checkout process. Your goal is to assess whether replacing these with equivalent national-brand items could enhance customer engagement and sales. How would you approach this analysis?