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 Software Training
Competition, Not a Shrinking Market — the Distinction That Changes the Response
A software-training company needed to know whether its decline meant competitors were taking share or the whole market was contracting. Combining SEMrush with Auction Insights, AOS drew the distinction cleanly — the drop is competition-driven, not market-driven — and backed it with a head-to-head competitor table, fast and cheap.