AppearAI tracks how often AI engines recommend a brand, surfaces which competitors dominate and why, and maps the signals that drive citation rates across ChatGPT, Perplexity, Gemini, and Claude.
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The scan shows your baseline AI Appearance Rate and technical signal audit. The full analysis covers your complete citation rate across all four engines, the sources driving competitor visibility, and a ranked breakdown of what is holding your score back.
That is the question AppearAI was built to answer. The platform runs structured prompt sets across multiple AI engines and multiple runs to measure citation frequency, surface dominant competitors, and identify the signals driving visibility differences between brands in the same category.
The methodology draws on primary research from Princeton, Ahrefs, Seer Interactive, and Muck Rack — tested against live citation behaviour across ChatGPT, Perplexity, Gemini, and Claude.
Read the AAR Methodology →