LLM Advertising: Opportunities and Challenges for B2B Brands
LLM Advertising: Opportunities and Challenges for B2B Brands
LLM advertising is emerging as a new channel for B2B brands as platforms including ChatGPT, Google AI Overviews and Copilot introduce ads into AI-driven experiences. Unlike traditional keyword advertising, LLM ads can target the context and intent behind users’ conversations, potentially reaching buyers while they are actively researching problems and solutions. Early adopters can gain visibility and learn how the channel performs before it matures, but challenges include premium pricing, limited measurement and attribution, privacy restrictions, and potential user distrust. Brands should start with controlled experiments, optimize content for organic LLM visibility, target specific problems and contexts, and remain flexible as formats and platforms evolve.
