BatteryIncluded is a Germany-based AI Data Discovery Framework for e-commerce. We provide an API-first infrastructure layer that enhances onsite search, product discovery, and merchandising without replacing your existing commerce platform. Using Hybrid LLM Search, semantic search, and self-learning relevance models, BatteryIncluded understands customer intent instead of relying on keywords, delivering faster, more relevant product experiences. With privacy-first, 100% cookieless AI, seamless integration into Shopware, Shopify, headless, and custom commerce stacks, plus business-friendly merchandising tools, teams can optimize search, product listings, and conversions without ongoing IT dependencies.