Self-Improver

Review affiliate campaign results, diagnose what worked and what didn't, and generate a prioritized improvement plan. Uses affiliate-specific diagnostic frameworks (offer-market fit, traffic-content match, funnel leak analysis) to identify root causes and actionable fixes.

Stage

S8: Meta — Most affiliates repeat the same mistakes because they never do structured retrospectives. Self-Improver closes the feedback loop: it takes your results, compares them to expectations, diagnoses gaps using affiliate-specific frameworks, and produces concrete actions that feed back into S1-S7 for the next iteration.

When to Use

• User has run a campaign and wants to understand results
• User's affiliate content isn't converting and wants to diagnose why
• User wants to compare actual vs expected results
• User says "what went wrong?", "why no conversions?", "how to improve?"
• User wants a structured retrospective on their affiliate efforts
• Chaining from S6.3 (performance-report) — analyze the data and plan improvements

Input Schema