The 5Cs of Agentic Commerce: A framework that actually makes sense for the era of Shopping Agents with Lauren Livak of the Digital Shelf Institute, Aaron Conant of BWG Connect, & Max Sinclair of Azoma

Agentic commerce requires a strategic shift toward the "five Cs" framework: completeness, context, citations, correctness, and customer acquisition. Brands must move beyond traditional SEO by ensuring product data is comprehensive and structured for AI agents. Providing specific context—such as answering nuanced consumer questions—is essential for LLMs to recommend products accurately. Building trust through diverse citations, including Reddit and proprietary brand channels, helps establish authority and combat misinformation. Continuous monitoring for correctness is vital to prevent AI hallucinations from damaging brand reputation. Ultimately, these efforts must culminate in measurable customer acquisition and conversion. By treating the digital shelf as a foundation for the agentic shelf, organizations can effectively navigate this evolving landscape, ensuring their products remain visible and recommended as shopping agents increasingly influence consumer purchasing decisions.