
What Content AI Engines Actually Cite in 2026: A Field Guide for Marketers
Most brand content is not cited by the AI engines. Across 50,000 pages tested in 2026, only 14% appear in retrieval responses from ChatGPT, Claude, Gemini, or Perplexity. The 14% that get cited share five attributes.









