Why your brand isn’t making the AI recommendation set
Many brands optimize for AI citations and extractability before establishing the clarity and relevance needed to enter the candidate set.
Topic: Extractability
How to write for AI search: A playbook for machine-readable content
Learn how to structure clear, information-rich content that LLMs can extract, interpret, and cite in AI-driven search.
200+ AI audits reveal why some industries struggle in AI search
Audit data across 10 industries shows access failures, weak evidence, and low utility make some sites easy for AI systems to bypass.
If SEO is rocket science, AI SEO is astrophysics
AI search runs on entity mass, not surface signals. See how citations and extractability shape AI Overviews and LLM visibility.