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.
- 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.
- 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.
- 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.
- Demand Capture Company Formation Service
A New-Market Landing Page Drafted From a Short Brief — and Kept Off the Live Site
From a short brief and an existing landing page to model on, AOS built a complete draft for a new-market campaign — copy, a builder prompt, and a measurement plan — reusing the brand's existing assets and staying draft-gated for approval. Eight minutes, eighty-five cents.
- Measurement Home Furnishings Retail
A monthly performance report that reconciles with source — not a data dump
A home-furnishings retailer needed a single monthly cross-channel performance report, but the numbers lived in four disconnected places: Google Ads, Meta, GA4, and a Databox board nobody fully trusted. AOS produced a saved report where every headline figure reconciled against its source system and one material finding — conversions down ~13.74% month over month — was flagged rather than buried. The whole run cost $0.19.
- Measurement E-commerce Software
An integrity check that catches a mislabel before it becomes a wrong decision
An e-commerce software vendor asked for the key Google Ads and GA4 metrics for the last full month — with a twist: don't just report them, sanity-check them. AOS pinned every figure to its source, tagged each as [DATA], and ran the checks that catch the two classic reporting failures: a revenue-versus-spend mislabel, and a Databox datasource quietly connected twice. The run cost $0.07.
- Measurement E-commerce Software
A panicked client email, verified line by line — and three claims corrected
An e-commerce software client sent an alarming email: traffic had dropped hard, roughly 1.5x worse than usual, and they'd lost a large sum in ad revenue that week. AOS refused to take the narrative at face value. It checked each claim against owned data, produced a verdict table that corrected all three claims as false, and identified the real problem — ROAS erosion driven by average order value falling ~17.6%.
- Positioning Wellness & Spa
Four US domains, one ambiguous request — so AOS asked instead of guessing
A premium spa and hot-tub brand operating across multiple markets and domains sent a short request: 'we need an ad for the American domain.' But the brand runs several active US-facing properties. Rather than pick one and build confidently in the wrong place, AOS read the workspace structure, surfaced four active US domains, and asked the operator to choose. The right outcome here was a question, not a deliverable.
- Brand Marketing Agency
Rebuilding a client's brand intelligence files unattended, without breaking what was already right
A marketing agency onboarding a new client asked AOS to build or refresh the nine canonical brand-intelligence files unsupervised, on standing approval. The system checked what already existed, found the files current, and declined to rebuild them needlessly while still confirming all nine were complete and citation-backed.