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What 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
- Â How AI engines interpret who your brand is for and when to recommend it
- Â Why many visibility issues are actually authority or clarity issues
- Â How the Freshness, Structure, and Authority framework applies to AI search
- Â What signals matter most across websites, social channels, and third-party mentions
- Â What success looks like after an AI visibility audit
- Â How audits help teams focus, align, and build visibility intentionally over time
If you’re a marketer, founder, or content leader trying to understand why competitors are showing up in AI answers — and how to diagnose what’s holding your brand back — this episode will help you rethink visibility before jumping into tactics.
Resources:
Baseline Audit for AI Search Visibility
AI Visibility Audit Case Study: Why Alai Wasn't Showing Up in AI Answers
Let's connect:
LinkedIn → Cassie Clark | Content Strategist
Website → cassieclarkmarketing.com
P.S. Is your brand losing its "Answer Authority"?
Most series A/B and enterprise brands are being "nudged" out of AI search results because of entity gaps and "stale" content. I am opening 3 specialized audit slots for February 2026 to help you reclaim your Share of Voice using the FSA Framework (Freshness, Structure, Authority).
Request your 7-Day AI Search Visibility Audit: https://cassieclarkmarketing.com/ai-search-visibility-audit/
View all episodes
By Cassie ClarkSend a text
📬 Love the podcast? You’ll love the newsletter.
 Get the weekly 3-2-1 on AI search + marketing: Subscribe
What 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
- Â How AI engines interpret who your brand is for and when to recommend it
- Â Why many visibility issues are actually authority or clarity issues
- Â How the Freshness, Structure, and Authority framework applies to AI search
- Â What signals matter most across websites, social channels, and third-party mentions
- Â What success looks like after an AI visibility audit
- Â How audits help teams focus, align, and build visibility intentionally over time
If you’re a marketer, founder, or content leader trying to understand why competitors are showing up in AI answers — and how to diagnose what’s holding your brand back — this episode will help you rethink visibility before jumping into tactics.
Resources:
Baseline Audit for AI Search Visibility
AI Visibility Audit Case Study: Why Alai Wasn't Showing Up in AI Answers
Let's connect:
LinkedIn → Cassie Clark | Content Strategist
Website → cassieclarkmarketing.com
P.S. Is your brand losing its "Answer Authority"?
Most series A/B and enterprise brands are being "nudged" out of AI search results because of entity gaps and "stale" content. I am opening 3 specialized audit slots for February 2026 to help you reclaim your Share of Voice using the FSA Framework (Freshness, Structure, Authority).
Request your 7-Day AI Search Visibility Audit: https://cassieclarkmarketing.com/ai-search-visibility-audit/