Marketing decisions you can prove.
Real AOS calls — grounded in live data, with confidence and caveats shown.
Use cases
- Content Building Products
Turning a messy inbox of client material into a usable catalogue
A building-products company had AOS index its inbox and content into a structured catalogue — each file tagged with type, status, and key metadata — so later runs could actually use the material. The system catalogued the files correctly and managed token cost by writing the index in segments. Cataloguing works; arbitrary-upload intake remains an open gap.
- Brand GTM Consultancy
We built our own brand foundation with AOS, end to end
Arcanian ran AOS on itself, orchestrating positioning, ICP, and offer into a single coherent brand system in one pass.
- GTM Diagnosis GTM Consultancy
A deeper self-scan: why a sound strategy still wasn't shipping
A second, deeper AOS diagnostic on Arcanian itself moved one layer past the obvious answer and named an execution-throughput constraint rather than an acquisition one.
- Positioning GTM Consultancy
Mapping the jobs our buyers hire us for, and the ones we hire AOS for
Arcanian used AOS to map both the external jobs customers hire the methodology to do and the internal jobs the business hires its own system to do.
- 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.
- GTM Diagnosis Wellness & Spa
The Deep Strategy Run That Aggregates the Research Into One Recommendation
Asked to run a full strategic GTM advisory operation for a premium spa brand, AOS pulled SEO, ads, competitor, and angle research and synthesized it into a single, specific strategy recommendation — stating what was missing where access was thin rather than blocking. The operator calls it the single best use of the system.
- 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.
- Creative Company Formation Service
A blog hero image, rendered and delivered to Drive with a link that actually opens
A company-formation service needed a hero image for an article on forming a company in a specific market, rendered and saved to the client's Drive with an openable signed URL. AOS generated the image and delivered it as a working link — running image generation as a dedicated capability, deliberately kept separate from blog drafting.
- Content Building Products
A Blog Post That Sounds Like the Brand — and Proves It Before Anyone Reads It
Asked to write a short, SEO-ready blog post in the client's own language, AOS produced a brand-true draft with sourced claims that then passed its own voice, citation, and draft-QA checks — the proven content golden path for a building-products company.
- SEO Marketing Agency
Schema Built for the Right CMS — and a Broken URL Caught on the Way
Tasked with generating an FAQ block and JSON-LD structured data for a service page so it gets picked up by AI Overviews, AOS detected the underlying CMS, flagged a 404 on the target URL, and emitted valid schema for the correct content type.
- Content Pet-supplies E-commerce
13,538 Characters of On-Brand Product Copy, Generated in One Pass
A pet-food retailer needed category, meta, and product descriptions rewritten at volume — SEO-optimized, brand-aligned, and in the local language. AOS produced 13,538 characters of on-brand keyword-aligned copy in a single generation pass, stopping deliberately short of touching the live webshop.