The Methodology
Our proprietary scoring system calculates AI Visibility based on four key pillars that determine how Language Models prioritize your brand.
Entity Recognition
We evaluate how strongly an AI recognizes your brand as an independent entity in relation to your industry and core product categories.
Semantic Context
Focusing on the context in which your brand is discussed. We look for alignment between the semantic clusters an AI builds and your intended positioning.
Sentiment & Authority
Not all mentions are equal. We analyze the sentiment mapping and the trusted authority sources that validate your brand entity in AI models.
Share of Voice
Comparing your frequency of appearance in AI search responses (like ChatGPT, Perplexity, Gemini) against your primary competitors.
Scoring Calculation
Each pillar is weighted through our proprietary algorithm, culminating in a single, comprehensive AI Visibility Score ranging from 0 to 100. This score provides an immediate benchmark of your brand's AI presence.