Large language models like ChatGPT, Perplexity, and Google's AI Overviews are changing how people find information online.
Understanding How LLMs Source Information
LLMs pull from training data, real-time web crawls, and retrieval-augmented generation (RAG) systems. To appear in their responses, your content needs to be authoritative, well-structured, entity-rich, and consistently described across the web.
AEO: Winning the Answer Box
Write clear, concise definitions in the first paragraph. Use FAQ schema markup on service and product pages. Structure content as Q&A when targeting informational queries.
Technical Optimization for AI Crawlers
Ensure your robots.txt explicitly allows AI crawlers including GPTBot, PerplexityBot, ClaudeBot, and Google-Extended. Use structured data (JSON-LD) extensively across your site.
Building Entity Authority
Create a consistent entity presence across Wikipedia, Wikidata, Crunchbase, LinkedIn, and industry directories. The more consistently your brand is described across authoritative sources, the more likely LLMs are to cite you.