The Entity-First Content Playbook: Structuring Pages for AI Retrieval
The content playbook that served SEO for a decade was keyword-first. Pick a target phrase, cluster supporting topics around it, match search intent, earn links. That playbook still works for Google — but it leaves a significant amount of AI visibility on the table. LLMs do not ingest pages as bags of keywords. They parse them as webs of entities and relationships. Restructuring content to match how the model actually parses is the difference between being retrieved in an answer and being skipped. This is the playbook.