Are you looking for a personalized shopping experience? Walmart Apollo may have something to offer. Recently, the retail giant has filed a patent for a system that can create a customized graphical user interface (GUI) for an item. The patent, US20230244983A1, proposes a way to improve the customer’s shopping experience by recommending items similar and complementary to the one currently being viewed.
The technology behind this system involves finding similar and complementary items, labeling them based on their rank, and using a predictive algorithm to create the GUI. Walmart Apollo’s patent describes the use of machine learning algorithms to generate the GUI, such as unsupervised learning, deep learning, and supervised learning. All of these algorithms require a certain amount of data to be trained, and the patent details the use of a predictive algorithm to ensure the training data is accurate and representative.
This patent provides a potential solution to the customer’s desire for a personalized shopping experience. Through the use of Walmart Apollo’s technology, customers can receive tailored recommendations for items that they might be interested in. For example, if a customer is viewing a pair of shoes, Walmart Apollo’s system can recommend a complementary item like a belt or socks. This can be done based on the customer’s previous purchasing habits and browsing history.
Walmart Apollo’s technology is also beneficial for those running automated purchases. A machine learning algorithm trained on an insufficient amount of data can be inaccurate, and can overpredict or underpredict outcomes. With Walmart Apollo’s system, the algorithm can be trained using a sufficient amount of data, making it easier to make decisions and purchase items.
At this point, it’s unclear whether Walmart Apollo’s patent will make it to the market. The language used throughout this article is written in terms of words like “might” or “could”, as there is no surety that the patent will be implemented. However, the potential use of this technology is exciting, and could revolutionize the way customers shop.
The implementation of this technology could bring a lot of value to customers. By providing them with tailored recommendations, customers could find items quicker and more efficiently. This could make shopping more enjoyable for customers, and could lead to higher levels of customer satisfaction.
The Walmart Apollo patent, US20230244983A1, could provide a way to enhance the customer’s shopping experience. The system works by finding similar and complementary items, labeling them based on their rank, and using a predictive algorithm to create the GUI. This technology has the potential to revolutionize the way customers shop, by providing tailored recommendations that make shopping more enjoyable and efficient. Although it is unclear whether this patent will make it to the market, the potential use of this technology is exciting.