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.
- GTM Diagnosis Wellness & Spa
The Deep Strategy Run That Aggregates the Research Into One Recommendation
Asked to run a full strategic GTM advisory operation for a premium spa brand, AOS pulled SEO, ads, competitor, and angle research and synthesized it into a single, specific strategy recommendation — stating what was missing where access was thin rather than blocking. The operator calls it the single best use of the system.
- 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.
- 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.
- 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%.
- 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.