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    Markaigen · Knowledge & practice

    Practical AI Marketing Guides

    Plan a small AI marketing pilot, review its outputs and measure whether it improves the way you work.

    01

    Start with one workflow

    Choose a repeatable task with a clear input and an accountable reviewer. Document how the task is done today, including time spent and common errors. Good starting points include a content brief, research summary or campaign naming check.

    02

    Create a reviewable first version

    Give the tool the audience, objective, approved source material and output format. Ask it to identify missing information instead of filling gaps with invented facts. Keep confidential data out of an unapproved tool and have a person check claims, tone and brand requirements.

    03

    Measure before expanding

    Run a small sample alongside the existing process. Record total time including review and corrections, the share of outputs accepted and the cost per accepted output. Expand only when the quality target and ownership of exceptions are clear.