AI and creators reshape retail advertising and product discovery

The retail advertising landscape is undergoing a transformation driven by artificial intelligence, creators, and commerce media. As consumers become more value-conscious, the methods used to reach them are shifting from traditional search toward more personalized, intent-based discovery.

To succeed in an AI-driven market, e-commerce merchants must optimize their product data to meet the complex requirements of generative AI shopping agents. These agents can process highly specific prompts involving price, size, material, and compatibility. For a product to be recommended, retailers must provide extensive, verifiable data—such as SKU, GTIN, and specific attributes like weight or width—to ensure AI systems can accurately match products to complex consumer queries.

Industry leaders note that while AI can enhance personalization, marketers must balance automation with brand distinctiveness to avoid generic consumer experiences.