Mike Gold

AI Agent Marketing Transformation Playbook

Before you automate the work, inspect the workflow.

A simple worksheet for marketing leaders deciding what to automate, fix, kill, or keep human.

AI agents can create real leverage for marketing teams. But if the workflow is unclear, fragmented, or disconnected from revenue, automation will not fix the problem. It will make the problem move faster.

The AI Workflow Readiness Map helps you evaluate one recurring marketing workflow before AI touches it.

    Download the AI Workflow
    Readiness Map

    Free worksheet. No gatekeeping.

    No spam. Just the worksheet.

    The starting point

    Most AI conversations start too late.

    Teams jump straight to the agent list: content agents, research agents, campaign agents, reporting agents, and sales enablement agents.

    That can be useful. But it skips the harder question: is the workflow ready for AI in the first place?

    Before a task becomes agent-assisted or automated, the workflow needs to be understood. The owner needs to be clear. The input needs to be reliable. The handoff needs to work. The business value needs to be visible.

    Otherwise, AI does not create transformation. It creates faster confusion.

    The worksheet

    Use the map to make one workflow decision at a time.

    Start small. Pick one recurring marketing workflow with enough friction, repetition, or business impact to matter.

    The AI Workflow Readiness Map is designed to help marketing leaders evaluate real work, not abstract AI potential.

    Use it for workflows like

    01
    Campaign planning
    02
    Content intake
    03
    Creative approvals
    04
    Weekly reporting
    05
    Lead handoff
    06
    Webinar follow-up
    07
    Sales enablement requests
    08
    Lifecycle nurture updates
    Download the Map

    The output

    By the end, you should know what happens next.

    The worksheet helps you answer a practical set of questions before investing time, tools, or team energy into automation.

    01Is this workflow connected to revenue, learning, compliance, or noise?
    02Would moving it faster improve performance or scale confusion?
    03Do ownership, inputs, decisions, or handoffs need to be fixed first?
    04Should the work be human-owned, agent-assisted, or automation-owned?
    05What is the next action, who owns it, and when does it need to happen?

    The 10x test

    If this moved 10x faster tomorrow, would performance improve?

    That is the core test.

    If yes

    There may be an AI-agent opportunity.

    If it scales the mess

    Faster movement that creates more backlog, rework, confusion, or risk is an operating problem. Fix that before AI touches it.

    This is the difference between using AI to create leverage and using AI to scale the mess.

    Built for marketing leaders

    For teams moving from AI experimentation to operating discipline.

    This worksheet is for marketing and revenue leaders deciding where AI agents belong inside the actual work of marketing.

    It is especially useful when

    ✓AI is being discussed before the operating model is clear
    ✓Marketing activity is increasing but business impact is not
    ✓A recurring workflow creates too much rework, delay, or confusion
    ✓Sales, Marketing, or RevOps handoffs keep breaking down
    ✓The team needs a practical starting point before building or buying anything

    Free worksheet

    Download the AI Workflow Readiness Map.

    Decide what to automate, fix, kill, or keep human.

    Download the Map

    Start with one workflow. Make the decision visible. Then decide what role AI should play.