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Rank
How prominently your citations and mentions appear within an AI answer.
Rank measures how prominently your citations and mentions appear within an AI answer, for example whether your source is cited first or your brand named first. It captures the prominence dimension of AI Visibility.
Mentioned in
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Impact of Parametric Memory and Grounding on Ordinal Positioning of Brands in Generative Responses
Mathematical formulas for evaluating entity association, semantic embedding similarity, ordinal rank positioning, and generation performance in AI models.
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The Paradox of Average and AI Visibility
A study by DEJAN AI examines how AI rankers prioritize prototypical content over brand authority, suggesting a dual strategy for SEO and human conversion.
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Content Optimization Engine Insights by DEJAN AI
We spent 2.71 Billion tokens teaching a machine to reverse-engineer how AI search ranks pages. What it found overturns the usual SEO playbook: structure and intent beat every credential you've been told to add, and the engine that proved it reached #1 in 1,554 of 2,246 runs.
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AI Visibility
AI Visibility is the outcome of AI-centric SEO, focusing on being cited and recommended by AI systems through brand mentions and source citations in answers.
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Impact of Rankings on SERP CTR
Original 2011 study of organic clickthrough rate by ranking position, across more than a million Australian retail and e-commerce search queries. Position one took 43.2% of clicks, position ten took 8.3%.
