Proof, not promises

Marketing decisions you can prove.

Real AOS calls — grounded in live data, with confidence and caveats shown.

Use cases

Layer

Industry

Channel

Integration

Topic

  • 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.

    88%
    Read the call →

Articles