Proof, not promises
Marketing decisions you can prove.
Real AOS calls — grounded in live data, with confidence and caveats shown.
Use cases
- SEO GTM Consultancy
Auditing our own visibility in AI answer engines
Arcanian probed how an AI answer engine cites and describes it, scoring two AI-discovery surfaces and finding the brand invisible to category-level AI search.
- GTM Diagnosis Company Formation Service
Rankings Held, Traffic Fell — and the Real Culprit Wasn't On the Page
A company-formation service was losing organic traffic while its rankings looked stable. AOS ran a diagnosis on fresh telemetry and returned a causal chain rather than a hygiene list — an authority deficit, triggered by the March 2026 core update, with a competitor absorbing the released demand — naming the root cause instead of the symptoms.