Ep. 5.3: AI Visibility Metrics: Are They All Bull&*$t?
AI visibility tools are everywhere and they’re making big promises. But how much of what they’re selling is actually useful, and how much is just dressed-up guesswork? And is guesswork always bad?In this episode, we break down the most common AI visibility metrics, what they really measure, and how marketers should (and shouldn’t) use them.🎯 What You’ll LearnWhy AI visibility scores are not based on first-party model dataThe difference between proxy metrics vs. real business outcomesHow to interpret AI Share of Voice without turning it into a vanity metricWhy citation count alone can be misleadingThe reality of AI brand sentiment (and why it’s often overhyped)How to actually use AI visibility data to inform strategy and content decisions🔍 Key Topics CoveredAI Visibility Score: Insight or Illusion?AI visibility scores are built on prompt testing, not actual model data. That makes them directional—not definitive. Useful for trends, risky as a KPI.AI Share of Voice (SoV)A helpful comparative metric, but still based on sampled prompts. Without context (like accuracy or sentiment), the number alone doesn’t tell the full story.Citation Count vs. Citation RateBeing mentioned isn’t the same as being cited. If AI isn’t linking to you, it may not see your content as a trusted source.Brand Sentiment in AIMost AI systems default to neutral or softened language, making sentiment less actionable than it sounds.⚠️ The Big TakeawayAI visibility metrics aren’t useless, but watch out how they're being sold. They should guide your strategy, not dictate it.The real goal isn’t to “win” a visibility score. It’s to become a source AI systems consistently trust, cite, and recommend.🧠 Practical AdviceFocus on trends over snapshotsCombine AI metrics with SEO data and real performance metricsLook beyond dashboards and prioritise actionable insightsDon’t drop SEO fundamentals while chasing AI visibility🛠️ And introducing.....GeekyIQ: Geeky Tech's new AI Brand Intelligence PlatformTrack visibility, uncover topic gaps, and get prioritized recommendations to improve your presence in AI-generated responses.Start your free trial: https://geekyiq.com💬 Join the ConversationWe’ve officially entered our video podcast era 👀Do you prefer watching or listening? Let us know. Get more SEO Unfiltered! Follow us on Facebook, Instagram, and X @GeekyTechGeeks for all things SEO/GEO, and advertising related—and while you're at it, why not subscribe, like, and follow us on Apple Podcasts, Spotify, Stitcher, or wherever you listen to your favourite shows.We are now on YouTube! https://www.youtube.com/@geekytechgeeksFor more digital marketing insights, connect with us on LinkedIn: https://uk.linkedin.com/company/geeky-techHave any questions you want answered on the show? Email us at team@geekytech.co.uk.Thanks for listening 🤓




