BrandGEO \#Competitive Context — Blog — BrandGEO A Markdown version of this page is available at https://brandgeo.co/blog/tag/competitive-context.md, optimized for AI and LLM tools. \#Competitive Context ======================= 2 articles tagged with #Competitive Context [ ![BrandGEO](/brandgeo-transparent-on-black-926x268.png) ](https://brandgeo.co/blog/six-dimensions-ai-brand-visibility-explainer) [AI Visibility](https://brandgeo.co/blog/category/ai-visibility) [Tutorials](https://brandgeo.co/blog/category/tutorials) Mar 18, 2026 [The Six Dimensions of AI Brand Visibility: A Practitioner's Explainer](https://brandgeo.co/blog/six-dimensions-ai-brand-visibility-explainer) ------------------------------------------------------------------------------------------------------------------------------------------------ A single AI visibility score is a tempting shortcut. It is also a lossy one. "Your brand scores 63/100 on ChatGPT" does not tell you what to fix, or whether to fix anything at all. A useful audit breaks the score into dimensions — component questions, each with its own diagnostic and its own remedy. BrandGEO scores on six dimensions across a 150-point scale, normalized to 0–100. This post is a practitioner's explainer of each dimension: what it measures, why it matters, and what moves it. [\#AI Visibility](https://brandgeo.co/blog/tag/ai-visibility) [\#Knowledge Depth](https://brandgeo.co/blog/tag/knowledge-depth) [\#Recognition](https://brandgeo.co/blog/tag/recognition) [ ![BrandGEO](/brandgeo-transparent-on-black-926x268.png) ](https://brandgeo.co/blog/share-of-model-share-of-voice-llm-era) [AI Visibility](https://brandgeo.co/blog/category/ai-visibility) [Brand Strategy](https://brandgeo.co/blog/category/brand-strategy) Mar 8, 2026 [Share of Model: What Share of Voice Becomes in the LLM Era](https://brandgeo.co/blog/share-of-model-share-of-voice-llm-era) ------------------------------------------------------------------------------------------------------------------------------ Share of Voice has been a marketing fixture for thirty years. It measured your brand's share of media mentions, press coverage, or paid impressions against competitors. It was crude, it was useful, and it gave boards a number to argue over. The underlying channel has shifted — media coverage and paid impressions are no longer where most buyers first hear your brand named. The channel that matters most today is the composed answer of a language model, and the right analog for SOV in that channel has a different name: Share of Model. [\#For CMOs](https://brandgeo.co/blog/tag/for-cmos) [\#AI Visibility](https://brandgeo.co/blog/tag/ai-visibility) [\#Share of Model](https://brandgeo.co/blog/tag/share-of-model)