AI workflow study / Interactive study
Meta Ads agent.
A Meta Ads workflow study for reviewing audience intent, creative direction and pre-publication checks.
A workflow, with intention
A stronger connection between audience and creative.
Understand the input. Make a useful proposal. Give the reviewer the final decision.
The context
A focused task. A useful next step.
A campaign brief can ask one creative to do too many jobs. This study works through a fictional audience and product brief, then proposes a clearer review plan. It is a browser simulation with no account access, publishing action or invented campaign results.
Workflow design & interactive prototype
Built as an interactive workflow prototype. The demonstration uses predefined sample responses and does not connect to an AI model or a live business system.
See the system
think in steps.
Choose a workflow, inspect the sample input and review the proposed output. You make the final call.
Review a fictional paid-social campaign brief for clearer audiences and creative.
Sample campaign: A seasonal homeware range. The brief combines first-time shoppers and returning customers, and uses one creative for both. No advertising account or results are connected.
- 01Read the sample creative brief
- 02Compare audience and message
- 03Propose a review plan
Your review workspace.
Run the example to reveal the proposed changes.
This browser simulation demonstrates the workflow and interface. Its sample responses are predefined; it does not call an AI model, access a store or publish changes.
Inside the work
Designed around the decision.
- 01
A fictional brief for prospecting and returning-customer creative.
- 02
A visible sequence for comparing audiences, messages and destinations.
- 03
Specific creative directions and a check for unsupported product claims.
- 04
A local review decision that cannot publish an advertisement or spend budget.
Tools & technologies