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.
- 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.'
- 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.
- 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.
- 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.
- Creative E-commerce Software
A Meta creative audit that takes a position instead of rubber-stamping
An e-commerce software vendor needed a real assessment of its Meta/Facebook creatives — which were working, which were worth boosting, and which were not — with reasons, not approval. AOS audited the creatives, took a clear stance with specific fixes rather than a flattering pass, and saved the write-up to Drive.
- 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.
- Creative Pet-supplies E-commerce
A full Google Ads asset pack — text and images — assembled from two deliberate passes
A pet-food e-commerce retailer needed a complete Google Ads asset pack for a campaign asset group: responsive search ad text and extensions plus image creatives. AOS assembled it from two passes — text generation, then image generation — each a proven capability in its own right. The caveat is honest: it is composed from two skills run separately, with no single unified asset-pack skill yet.
- 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.
- 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.