What is an AI Visibility Audit? (And Do You Need One?)

Send us Fan Mail📬 Love the podcast? You’ll love the newsletter. Get the weekly 3-2-1 on AI search + marketing: SubscribeWhat is an AI visibility audit?In this episode of Found in AI, Cassie breaks down what an AI visibility audit actually is, why so many brands are suddenly asking for one, and how AI engines decide which brands to recommend in their answers.Rather than focusing on rankings or traditional SEO metrics, Cassie explains how AI-driven discovery works differently — and why most brands don’t have a visibility problem, but a diagnosis problem. Using her Freshness, Structure, and Authority (FSA) framework, she walks through what AI systems look for, where brands tend to fall short, and how audits help teams understand what’s really blocking their visibility.In this episode, you’ll learn:What an AI visibility audit is (and what it is not) Why AI visibility isn’t about rankings, keywords, or dashboards How AI engines interpret who your brand is for and when to recommend it Why many visibility issues are actually authority or clarity issues How the Freshness, Structure, and Authority framework applies to AI search What signals matter most across websites, social channels, and third-party mentions What success looks like after an AI visibility audit How audits help teams focus, align, and build visibility intentionally over timeIf you're listening to this and thinking I need someone to lead this for me, that's what I do.I'm an AI search visibility consultant and a fractional content strategist for startups and enterprise brands. If that sounds like the kind of help you're looking for, email me at [email protected]. Or request your 7-Day AI Search Visibility Audit: https://cassieclarkmarketing.com/ai-search-visibility-audit/Let’s connect:LinkedIn → Cassie Clark | AI Search Visibility ConsultantWebsite → https://cassieclarkmarketing.com