AppearAI tracks how often AI engines recommend a brand, shows which competitors get recommended instead, and checks the technical signals AI crawlers rely on. Measured live on Claude and Gemini, with ChatGPT and Perplexity coming soon.
AppearAI wrote 20 buyer-intent questions for your category, then asked each one to Claude and Gemini. A brand counts as appearing when its name or website shows up in the answer or its sources.
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 — and the free scanner measures live answers from Claude and Gemini today.
Read the AAR Methodology →