Marketing decisions you can prove.
Real AOS calls — grounded in live data, with confidence and caveats shown.
Use cases
- Positioning Pet-supplies E-commerce
"What do you know about this client?" — and the answer was actually right
A pet-food e-commerce retailer asked AOS to recall everything it had stored about the account. The system returned an accurate summary of the real business — the holding company, the webshop domain, the product category, the platform — drawn from stored workspace context rather than invented. The grounding check that proves the rest of the system is standing on solid ground. Cost: $0.14.
- Brand Building Products
Re-running onboarding on a live client — and the safety guard held
A building-products company that was already fully onboarded had its onboarding deliberately re-run to test the write-guard. AOS detected the existing setup — a config with fourteen fields and fifty-three Drive files — did nothing destructive, and cleanly no-op'd. The safety property is the use case. Nearly free, at $0.05.
- 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.
- Positioning GTM Consultancy
Arcanian maps its own competitive landscape and finds one defensible wedge
Dogfooding AOS on its own GTM, Arcanian analysed its two real competitor categories — generic AI used ad-hoc and traditional agencies/consultancies — and distilled a single wedge neither can copy: 'GTM without the dependency.'
- GTM Diagnosis GTM Consultancy
Arcanian's own 7-layer GTM diagnosis: the system is loaded but never fired
Running AOS on its own GTM, Arcanian found a strong, production-quality brand layer paired with zero market motion — and named acquisition (L2) as the single primary lever, with a concrete first week of moves.
- Positioning GTM Consultancy
Arcanian's buyer belief profile, with one belief to shift per ICP
Dogfooding AOS, Arcanian mapped two buyer ICPs plus a qualifying overlay, separating beliefs that help the sale from those that block it, and isolating the single highest-leverage belief to shift for each.
- Brand GTM Consultancy
A brand build that caught and disregarded a two-hop prompt-injection attack
On a brand build for its own GTM, Arcanian's discovery step found two coordinated prompt-injection files in the inbox, identified the relay-plus-payload pattern, disregarded them in full, and proceeded with a clean brand consolidation.
- 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.
- Positioning GTM Consultancy
Defining our own ideal customer, with explicit anti-profiles
Arcanian used AOS to draft two grounded ICPs plus a fast fit-scoring checklist and named the buyers it should deliberately turn away.
- Positioning GTM Consultancy
Designing our own offer around outcomes, not features
Arcanian used AOS to package its offer into two ICP-mapped tiers plus a low-commitment entry sprint, with risk reversal scoped to what the business actually controls.
- GTM Diagnosis GTM Consultancy
Turning the diagnostic on ourselves: naming our own root constraint
Arcanian ran the AOS go-to-market diagnostic on its own business and traced every operational symptom back to one root layer: unresolved positioning.
- 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.