The prevalence of internet shopping has experienced a significant surge due to the numerous benefits it provides to consumers. The advent of electronic commerce platforms has yielded advantages for both consumers and merchants, as it has streamlined and enhanced the transactional experience. The convenience is enhanced by an online purchasing platform that incorporates a vendor recommendation and pre-booking mechanism. This system provides consumers with the opportunity to visit a virtual marketplace, wherein they can browse and purchase a wide array of products and services offered by several suppliers. The system utilises a vendor recommendation technology that provides ideas to the user by analysing their historical purchases, reviews, and preferences. In addition to facilitating educated consumer decision-making, this also offers businesses a means of engaging with their target client. Customers can book products and services in advance through this system, ensuring availability and timely delivery. When a product is ready for delivery, the system will alert the consumer, and they can schedule a delivery time that works best for them. As an added bonus, the platform features an all-encompassing order management system that keeps consumers apprised of the status of their orders in real time. Vendors can greatly profit from customer reviews and comments, which can be found on review sites. Customers benefit from the online shopping arcade's ease, versatility, and accessibility, while merchants are given the tools they need to expand their client base and raise the bar on the quality of their wares through the use of a vendor recommendation and pre- booking system.