ModelRank
A proprietary algorithm measuring brand authority across AI models, analogous to PageRank but for generative AI ecosystems.
Why ModelRank matters
ModelRank predicts long-term AI visibility and guides strategic decisions about content investment and partnerships.
ModelRank and OGY
OpenGraphy operationalizes ModelRank as the underlying authority signal behind AI Positions and the AI Visibility Score. We weight your citation graph, entity consistency, and earned mentions to predict where your brand will land on the next model refresh - not just where it sits today. The benefit is forward-looking: you can prioritize content and PR investments based on long-term parametric impact rather than short-term retrieval wins, and identify the partnerships and citations that will compound for quarters. Want to see your ModelRank trajectory? Connect your brand to OGY and the trend line populates automatically as audits run.
See your ModelRankModelRank in context
As AI-powered discovery replaces traditional search, understanding ModelRank is a core competency for modern brands. It sits in the GEO & AI Visibility family of concepts and directly influences how language models like ChatGPT, Gemini, Claude, and Perplexity surface, cite, and recommend brands.
Related Terms
Generative Engine Optimization (GEO)
The practice of optimizing content and digital presence to rank highly in AI-generated answers from ChatGPT, Perplexity, Gemini, and similar platforms.
Share of Model (SoM)
A metric measuring how often a brand is cited or recommended in AI-generated answers across multiple AI platforms, replacing traditional Share of Voice.
AI Visibility Score
A composite metric quantifying a brand's presence, authority, and favorability across AI model responses and training data.