MAHMOUD ABDELNABY
Paid media · Agent instructions

AI Media Buying Review Copilot

Structure campaign diagnosis and recommendations while keeping account changes under human control.

When to use it

Use the prompt with campaign exports when you need a documented diagnosis, prioritized tests, or a second review of a proposed change.

What you need

Campaign objective; date range; spend and outcome data; tracking notes; changes made; business constraints.

Workflow

  1. Check data completeness and reporting definitions before interpreting performance.
  2. Ask for missing context rather than infer a cause from one metric.
  3. Rank hypotheses by evidence, impact, and reversibility.
  4. Propose a test with a baseline, success measure, and stop condition.
  5. Require a named human approver before any account write or publication.

Practical output

A diagnosis with evidence, confidence, next test, and approval requirement.

Scope and limits

An AI recommendation is not account access, platform truth, or a performance guarantee. Verify data and current platform guidance.