Best Recommendation APIs for Android of 2025

Algolia is an API platform for dynamic experiences that helps businesses maximize the speed of search and discovery, while solving the pain of relevance tuning through AI. Accessing the right piece of content on websites and apps has never been faster or more intuitive. Algolia Search is a powerful, fully hosted API that delivers content to users in milliseconds. Developers can customize the relevance of their user experience and get insights on how users interact with it. Algolia Recommend is a robust API that allows you to build unique product recommendations into any digital e-commerce experience.

Utelly offers an exceptional toolkit for content discovery tailored for TV and OTT clients, encompassing metadata aggregation, AI/ML enhancements, search and recommendation APIs, a CMS, and a promotion engine. By incorporating essential metadata catalogs, we create a comprehensive view of available content, supplemented by individual feeds that enrich this core dataset for enhanced content discovery. Our AI enrichment modules effectively improve sparse datasets, facilitating superior content discovery experiences. Clients can utilize our search functionality, which can be indexed either on specific catalogs or a unified dataset, ensuring a future-ready entertainment-focused search experience that delights users. Additionally, our robust recommendation engine employs advanced ML and AI techniques to deliver personalized suggestions, drawing insights from key indicators throughout a user's journey while continuously integrating varied datasets for optimal results. This holistic approach not only enhances user engagement but also streamlines content accessibility across platforms.

roboMUA, an AI startup, is revolutionizing how people shop for beauty products. Our platform uses advanced machine-learning & artificial intelligence algorithms, an augmented reality system, and unique inclusive data sets covering over 100 skin colors to provide personalized recommendations for beauty products. This includes skincare, makeup, and fashion (shape/bodywear), all from the convenience of your smartphone. No need to visit a store. Our platform also offers a variety of educational tools and resources to help users make informed decisions about their beauty regimens, such as curated makeup tutorial videos that showcase specific makeup products from different brands. Over 50 beauty brands are currently represented in our algorithms. We offer custom algorithms via cloud APIs and Chrome Extension, Shopify Apps, Android and iOS Mobile Apps. roboMUA is developing the next-generation beauty retail using AI. roboMUA is your personal makeup artist in your pocket.