--- title: "How Trackbase Calculates Visibility Score & Its Differences" description: "Most AI-tracking tools count mentions. Trackbase measures something more useful: a Visibility Score that combines presence, positioning, frequency, sentiment and competitive performance into one number you can act on." canonical: https://trackbase.ai/blog/how-trackbase-calculates-your-visibility-score-and-why-its-different markdown: https://content.trackbase.ai/blog/how-trackbase-calculates-your-visibility-score-and-why-its-different.md language: en alternate_language: nl-NL alternate: https://trackbase.ai/nl/blog/how-trackbase-calculates-your-visibility-score-and-why-its-different alternate_markdown: https://content.trackbase.ai/nl/blog/how-trackbase-calculates-your-visibility-score-and-why-its-different.md date_published: 2026-06-11 date_modified: 2026-06-11 author: "Levi Bouman" author_url: https://trackbase.ai/blog/author/levi-bouman publisher: Trackbase publisher_url: https://trackbase.ai category: "AI Visibility" image: https://framerusercontent.com/images/vdWMjFrlKVwv2vtFljdIZj0R0o.webp word_count: 473 reading_time_minutes: 2 --- # How Trackbase Calculates Visibility Score & Its Differences > Most AI-tracking tools count mentions. Trackbase measures something more useful: a Visibility Score that combines presence, positioning, frequency, sentiment and competitive performance into one number you can act on. *By Levi Bouman · Published 2026-06-11 · Updated 2026-06-11 · Original article: https://trackbase.ai/blog/how-trackbase-calculates-your-visibility-score-and-why-its-different* Most AI-tracking tools count mentions. Trackbase measures something more useful: a Visibility Score that combines presence, positioning, frequency, sentiment and competitive performance into one number you can act on. Here’s how it works and why it tells you more than a simple mention count. ## What is the Trackbase Visibility Score? The Visibility Score is a single, standardized metric of how often and how prominently your brand appears in AI-generated answers across the 11 platforms [Trackbase](https://trackbase.ai/blog/inside-the-trackbase-dashboard-track-analyze-act-in-one-view) monitors. It’s calculated daily so you can see exactly how visibility shifts over time and which actions move the number. ## The 5 factors behind the score [Trackbase](https://trackbase.ai/features) analyses each AI-response on 5 dimensions: **1\. Presence**: Was your brand mentioned at all? This is the binary baseline and the floor most other tools stop at. **2\. Positioning**: Where in the answer does your brand appear? Being named first or recommended at the top carries more weight than a passing reference at the end. **3\. Frequency**: How often does your brand come up across all the [prompts](https://trackbase.ai/features/prompt-tracking) and platforms tracked? One mention per week looks very different from twenty. - **4\. Context and** [**sentiment**](https://trackbase.ai/blog/being-mentioned-by-ai-isnt-enough-why-sentiment-decides-who-wins): Are you described positive, neutral or negative? A positive mention as “the leading platform for X” is worth far more than a neutral name-drop or, worse, a critical reference. - **5\. Comparative performance**: How do you rank versus [competitors](https://trackbase.ai/blog/how-do-i-compare-ai-visibility-against-competitors) in the same answers? Visibility only matters relative to who else is in the room. ## Why mention count alone falls short A simple count of mentions misses the difference between being recommended first and being mentioned as an afterthought. It also misses sentiment: a brand mentioned 50 times negatively is worse off than a brand mentioned 10 times glowingly. By blending all 5 factors, the Visibility Score reflects the actual impact of your AI presence, not just the volume. ## How the daily refresh works Every 24 hours, Trackbase runs a defined set of prompts across the [11 AI models](https://trackbase.ai/blog/the-11-ai-platforms-every-brand-should-be-tracking-in-2026). Prompts simulate real user queries in your category. The system parses every response, scores it on the 5 factors, and aggregates the result into your Visibility Score. Because it runs daily, you can: - - See the impact of content updates within days, not months - - Catch sudden drops before they cost you customers - - A/B test changes by tracking score movement over time ## What a healthy score looks like There’s no universal target, context matters. A category-leading B2B SaaS in a niche market may sit at 70+. A new entrant in a crowded space may start in the 20s. What matters is the trend line and your [share of voice](https://trackbase.ai/blog/how-to-measure-ai-share-of-voice) versus direct competitors. **A mention count tells you who showed up. The Trackbase Visibility Score tells you who’s actually winning the** [**AI conversation**](https://trackbase.ai/blog/how-ai-models-decide-which-brands-to-recommend)**. Start your free trial and see your score across all 11 platforms today.** --- **About Trackbase.** Trackbase is a Dutch AI visibility platform that measures every day how ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews and other AI models talk about your brand, and turns that into a Visibility Score, Share of Voice and prioritized actions. More at https://trackbase.ai · Glossary: https://trackbase.ai/glossary · This article in Dutch: https://trackbase.ai/nl/blog/how-trackbase-calculates-your-visibility-score-and-why-its-different