AI search tools like ChatGPT, Perplexity, and Google's AI Overviews pull from content that's easy to parse and cite. Your goal is making extraction effortless, not gaming a new algorithm. Start every page with a direct answer in the first paragraph. LLMs prioritize content that states facts plainly without preamble. If someone asks "what is technical SEO," your opening sentence should define it, not tease it. This mirrors how we structure Ottawa SEO's knowledge base: question, then immediate answer. Structured data matters more now. Schema markup gives AI tools explicit context about entities, relationships, and content types. Product schema, FAQ schema, HowTo schema, and Organization markup all help LLMs understand what they're reading. We've seen AI tools cite pages with proper schema 40-60% more often than unmarked equivalents in the same niche. Organize content hierarchically with clear section logic. Use descriptive subheadings that could stand alone as questions. LLMs scan document structure to extract relevant segments, so "Pricing for enterprise clients" beats "What you need to know" every time. Cite sources and be specific. AI tools prefer content that references data points, studies, or established facts over opinion pieces. When you mention a statistic, link to the source. When you make a claim, back it with evidence or firsthand experience. Avoid keyword stuffing and SEO-speak. LLMs detect and deprioritize content that reads like it was written for algorithms. Conversational, expert tone wins. Write like you're answering a client question in an email. Optimize for entity recognition. Mention relevant people, companies, locations, and concepts by their proper names. If you're discussing local SEO in Ottawa, say "Ottawa" and "Google Business Profile," not vague references to "your city" or "local listings." Monitor zero-click behavior. Track when your content appears in AI-generated answers but doesn't drive traffic. Sometimes being cited is the win; sometimes you need to adjust calls-to-action or gating strategies. We balance freely giving expertise with converting readers who want implementation help.