Customers are given recommendations for products they might be interested in based on items they’ve already purchased or viewed online. If a consumer buys the identical tank top in three different colours, there’s a strong chance they’ll like it in a new colour. Personalized product recommendations, which are determined on the back end by mathematical calculations known as algorithms, are a crucial component of websites for cross-selling and upselling.