Stage 03Growth OS Protocol
Experiment
Lab
Growth is an iterative process. We run 5-10 experiments per week, testing everything from creative hooks to pricing models, fueled by our proprietary AI agents.
System Priority: HIGH
0.0%
Expected Reliability
Highlighting the Truth
Industry "Noise"
Changing ads because of "vibes"
Highlight "Signal"
Statistically significant creative winners
Industry "Noise"
Stagnant landing pages
Highlight "Signal"
A/B testing driven by heat-map data
The Experiment Lab
Protocol
01
Hypothesis Queue
A backlog of tests prioritized by expected ICE (Impact, Confidence, Ease) score.
02
AI Creative Variant generation
LLMs generate 50+ copy variants per test for maximum coverage.
03
Statistical Significance
Rigorous Bayesian testing to ensure winners are real.
The Growth Stack
Midjourney APIGPT-4oVWOPostHog