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.
- Demand Capture Software Training
Not a Budget Problem — a Rank Problem the Spend Couldn't Buy Around
A software-training company asked why its Google Ads account wasn't spending or delivering more. Without opening the ad UI, AOS read the account from the data and made the non-obvious, correct call: the account was rank-limited, not budget-limited — backed by an impression-share lost-to-rank table — in a fast, cheap run.
- Demand Capture Pet-supplies E-commerce
A reviewable Google Ads structure for a pet-food category — built, not uploaded
A pet-food e-commerce retailer needed a defensible starting point for a Google Ads campaign on a core product category: a coherent ad-group and keyword structure plus on-brand responsive search ad copy. AOS produced both and stopped at the deliverable, deliberately leaving the live upload paused for a human to review.
- Demand Capture Corporate Services
A Google Ads policy disapproval, diagnosed from the policy and the live site — not an invented email
A corporate-services firm had Google Ads disapproved on a policy conflict and needed to know which pages and ad copy triggered it, what would comply, and how to request re-review. AOS produced an 11,870-character diagnosis with corrected pages and an exception path — and, finding no rejection email in the inbox, said so plainly and reasoned from the policy and the live site instead of fabricating one.
- 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.