The recommendation engine is an advanced mechanism by which a customer who visits our online store receives personalized shopping incentives. This is due to the analysis of historical user behavioral data on the entire web. Based on the data - about the product and the user, the recommendation engine is calibrated, which makes it possible to propose e-commerce visitors products tailored to their needs. This is done in the form of a recommendation, e.g. on a website.