Campaign Feedback

Close the learning loop. Import results, analyze patterns, update the system. This is what makes the GTM system compound over time.

Why This Matters

Without this skill, every campaign starts from scratch. With it:

• Hypotheses move from "Testing" to "Validated" or "Retired"
• Proof points that work get promoted; ones that don't get dropped
• Email structural variants get refined per persona
• Signal types that correlate with replies get weighted higher
• The system gets smarter every cycle

Inputs