Is your brand
visible to the
machines that now
rank the web?
Three forensic instruments. One verdict.
Audit your digital entity like a public ledger — and learn exactly what ChatGPT, Claude, Perplexity, and Gemini see when your name appears in a query.
Built by a 31-year CPA who audits your digital entity the same way she audited public ledgers.
Marissa Macabuhay spent three decades auditing government finance. In 2025, she applied those same forensic principles to AI visibility — discovering that 83% of professionals are invisible to AI models, and the fix is measurable, repeatable, and fast.
Frequently Audited Questions
What is an AI Mention Score? +
"A 0–100 composite measuring the probability AI models cite you as an authority. It audits 5 factors: Digital Footprint, Authority Signals, Semantic Clarity, Content Depth, and Recency."
Why does website speed matter for AEO? +
"AI crawlers operate on strict time budgets. Sites loading under 2 seconds get indexed more deeply. A 3-second delay reduces AI citation probability by up to 47%."
What is an SEO Gap? +
"A keyword, topic cluster, or authority signal your competitor ranks for but you don't. Our Gap Scanner identifies the fastest-to-capture opportunities based on your domain profile."
Is this a real audit or a marketing tool? +
"Both. The frameworks are CPA-verified and the scoring logic is consistent. The goal is to show you exactly what's broken — and what a paid engagement with MTM Studio would fix."