Marketing decisions you can prove.
Real AOS calls — grounded in live data, with confidence and caveats shown.
Use cases
- 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.