A practical five-step framework for Generative Engine Optimization: measure AI visibility, fix technical barriers, optimize content for citation, generate new material, and track benchmarks across AI engines.
94% of AI citations go to long-form YouTube videos. Subscriber count and views barely matter. What drives citations: structured descriptions, timestamps, corrected transcripts, and question-based titles.
Press releases with structured data, original quotes, and statistics are 3.4x more likely to appear in AI citations. This is the formatting guide.
Social media posts account for 0-0.3% of AI search citations. But that number hides three mechanisms where social activity does move the needle on AI visibility.
YouTube appears in 16% of LLM answers and holds a 29.5% citation share in Google AI Overviews. It generates 18x more AI citations than Instagram and 50x more than TikTok.
AI models systematically favor earned media over brand-owned content. Press releases generate that earned media. Bain, Gartner, and academic research all point in the same direction.
AI agents are making purchasing decisions on behalf of consumers. Traditional GEO optimizes for chatbot answers. Agent GEO optimizes for machines that buy.
Navigate the EU AI Act and US state laws shaping how AI models represent your brand.
Four principles to ensure AI models recommend your brand accurately and consistently.
Track how AI models rank you against competitors and turn gaps into wins.
