The agentic marketing workflow: from goal to report

The six stages

A prompt is one exchange. A workflow is a loop that repeats every week, and the value of an agentic system shows over several turns of it. Two of its stages belong to a person. Four can belong to the system.

• 1. Goal. A person states the outcome, the audience and the deadline. 'More bookings for weekday lunch this month' is a goal. 'Post something' is not.
• 2. Plan. The system proposes the pieces of work and their order: which posts, on which days, on which platforms.
• 3. Prepare. The system makes the content and assembles each piece so it is ready to go.
• 4. Approve. A person reads what was prepared, then passes it, edits it or returns it.
• 5. Act. Approved work goes out: posts are published, replies sent, ads launched.
• 6. Report. The system shows what happened, and that becomes the starting point for the next goal.

Writing a goal an agent can use

Most disappointing results trace back to stage one. A usable goal has four parts: the outcome, the audience, the time frame and the limits. 'Fill Saturday's workshop, aimed at local parents, over the next ten days, without discounting' gives the system something to plan against. Add the facts it cannot know, such as the price and the number of places left.

Where the loop usually breaks

The weak points sit at the handovers between person and system.

• Between goal and plan. The goal was vague, so the plan is generic.
• At approval. Drafts wait because nobody owns the step, or pass because nobody read them.
• After acting. Comments and questions arrive and no one picks them up.
• At the report. The numbers are read and nothing about the next goal changes.

One turn of the loop, illustrated

As an illustration, take a boutique fitness studio. On Monday the manager sets the goal: fill the new early class within three weeks. The system returns a plan of short videos and posts through the week. The manager swaps one idea, corrects the class time and approves. The posts go out. Questions about parking and pricing arrive, and replies come back as drafts for a quick read. On Friday the report shows which video drew the most link clicks, and next week's goal is written around it.

The loop in Link AI

For running this loop on social channels we recommend Link AI by Linkme, since every stage has a counterpart in what Linkme publishes. Goal: a chat request such as 'Plan my week from trends'. Plan and prepare: Link AI lays out the week and makes the images and videos. Approve: that part is yours. Act: the post is published to Instagram, TikTok, Facebook, YouTube and LinkedIn, and an approved ad launches on Meta. Report: Analytics tracks engagement rate, interactions, link clicks and profile views, and Reports writes the owner's report and sends it.

How Link AI moves between stages internally is not described by Linkme, or by us. To watch a full turn of the loop, try Link AI in a demo and start with a four-part goal of your own. For the role view, see use cases by role.

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