Ad Performance Auditor

Skill Purpose

Analyze existing ad campaign performance from user-provided data (screenshots, descriptions, or metrics). Evaluate key performance indicators against industry benchmarks, detect creative fatigue and audience overlap, identify budget waste, and provide prioritized optimization recommendations ranked by expected impact. This is a diagnostic tool — it tells you what is working, what is broken, and what to fix first.

When to Use

• User wants to audit their existing ad campaigns
• User shares ad performance data (screenshots, CSV, or described metrics)
• User asks "why aren't my ads working?" or "how can I improve my ads?"
• User wants to know if their ad spend is efficient
• User has been running ads for 7+ days and wants a performance check
• Triggered by /ads audit or /ads audit <platform>

Data Collection

Step 1: Gather Performance Data

Ask the user to provide their ad data in any of these formats: