What Makes LLMs Cite Your Brand? Entity SEO and Citation Factors Uncovered
Artificial intelligence is transforming the way people discover information online. Instead of relying solely on traditional search engines, users are increasingly turning to AI-powered assistants like ChatGPT, Gemini, Claude, and Perplexity to find answers, compare products, and make informed decisions. This shift has introduced a new digital marketing challenge: how can businesses ensure that AI models recognize and cite their brand as a trustworthy source? The answer lies in Large Language Model Optimization , an emerging SEO discipline designed specifically for the AI era. While traditional SEO focuses on rankings in search engine result pages, Large Language Model Optimization emphasizes building authority, credibility, and structured information that large language models can confidently reference. In this guide, we'll explore the most important LLM citation factors, explain the role of entity SEO for LLMs, review an LLM SEO case study, and discuss how businesses can prepare ...