How AI Search Engines Decide Which Brands to Cite: The Ranking Factors Behind LLM Citations

AI search engines like ChatGPT, Perplexity, and Google AI Overviews do not rank brands the way traditional search does. They evaluate entity authority, semantic relevance, and structured knowledge signals. Understanding these citation factors is now essential for any brand that wants to remain visible in AI-driven search.