E-commerce & Retail AI
Sales have never been more data-dependent than in e-commerce.
That's why every solution we build starts with data, not with a tool. AI is transforming the entire purchase journey: generative product descriptions scale content, Klaviyo and marketing automation learn customer behavior in real time, and intelligent upselling and dynamic pricing lift margins without increasing traffic. We deploy on Shopify, Magento, and headless CMS, personalization, conversion optimization, and search powered by Algolia, Klevu, and Constructor. ROI & Shine also has its own neural search tool for data analysis and product content optimization. In this hub, we publish case studies, architectures, and benchmarks, because in e-commerce, the only metric that matters is the one on your income statement.
Articles

The Future of E-commerce: From “E” to “A” (Agentic Commerce)
AI agents buy from data, not photos. A ROI and Shine study checked how ready Polish e-commerce stores are for purchases made by AI.

TikTok Symphony AI Suite: The Algorithm Built for E-Commerce
TikTok’s new Symphony AI Suite debuts a purchase-intent algorithm, shoppable video automation, predictive analytics, and Shopify/WooCommerce integrations—design…