Mia Lefferdink
Optimizing for AI search isn't about ranking on a list. It's about being the answer AI engines extract, trust, and cite. Machine readability, structured content, llms.txt, and consistent brand signals are what get you there.
Mia Lefferdink
In B2B, a single AI-sourced lead can be worth five, six, or seven figures. You don't need thousands of monthly searches to justify GEO - you need to own the three queries your next enterprise customer is asking right now.
Mia Lefferdink
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.
Mia Lefferdink
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.
Mia Lefferdink
Press releases with structured data, original quotes, and statistics are 3.4x more likely to appear in AI citations. This is the formatting guide.
Mia Lefferdink
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.
Mia Lefferdink
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.
Mia Lefferdink
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.