Marketing decisions you can prove.
Real AOS calls — grounded in live data, with confidence and caveats shown.
Use cases
- 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.
- GTM Diagnosis Software Training
Competition, Not a Shrinking Market — the Distinction That Changes the Response
A software-training company needed to know whether its decline meant competitors were taking share or the whole market was contracting. Combining SEMrush with Auction Insights, AOS drew the distinction cleanly — the drop is competition-driven, not market-driven — and backed it with a head-to-head competitor table, fast and cheap.
- 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.
- 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.
- 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.