consistently to where both shoppers and AI models search for it. By structuring and optimizing product content and data feeds for AI discovery, and distributing verified product data at scale, Novi helps brands improve their product rankings and get consistently recommended in AI-powered shopping while building the consumer confidence that drives growth in tomorrow's agentic commerce landscape.