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