Write self-contained passages
LLMs lift 2–4 sentence chunks, not whole pages. Every section should answer one clear question completely, with the entity name and key fact in the same sentence.
Use schema aggressively
FAQPage, Article, HowTo, and Product schema all give LLMs structured anchors. Pages with clean schema are cited 2–3x more often in AI Overviews.
First-party data wins citations
AI search engines deliberately favor original data — surveys, benchmarks, screenshots, customer quotes. If you can publish a number nobody else has, you'll get cited.
Match question-shaped queries
AI search queries are longer and more conversational. Use H2s phrased as the question and H3s for sub-questions. The LLM crawls your page like a FAQ.
Keep crawlers unblocked
Allow OAI-SearchBot, PerplexityBot, GPTBot, and Google-Extended in robots.txt unless you have a specific reason not to. Blocking them removes your site from training and citation pools.