← Back to leaderboard Methodology · Causal blueprint
What actually made them break out
We compared the top 25 AI Skool communities against ~25-30 matched control communities
— same niche, same launch year, founder different. Patterns that show up in the top-25
but NOT in controls are candidate causal factors. Patterns common to both are noise.
High-confidence factors
Factor differentiates ≥18 of 25 paired comparisons. These are the load-bearing levers in the K1 launch playbook.
No factors hit high confidence yet — sample size or signal strength too low.
All 18 factors, by thematic cluster
⚙️ AI-Platform & Infrastructure (3 factors)
| Factor | Top-25 | Control | Gap |
| Meta Conversions tracking (G - paid acquisition tooling) | 56% | 12% | +44pp
|
| Zapier integration enabled (A - automation surface) T1 | 64% | 28% | +36pp
|
| AutoDM enabled (G - retention automation) | 68% | 44% | +24pp
|
👤 Founder & Distribution (7 factors)
| Factor | Top-25 | Control | Gap |
| Founder ≥50k followers (cross-Skool reach proxy) T1 | 40% | 0% | +40pp
|
| Founder ≥100k followers T1 | 28% | 0% | +28pp
|
| Founder runs/joined ≥10 Skool groups T1 | 72% | 44% | +28pp
|
| Owner mrrTier diamond (top Skool revenue tier) T1 | 24% | 0% | +24pp
|
| Owner has YouTube linked T1 | 56% | 40% | +16pp
|
| Has linked external product (B - flywheel) T1 | 48% | 40% | +8pp
|
| Owner mentions AI agents in bio (J - agent-to-agent) | 12% | 16% | -4pp
|
🕸️ Network & Geography (2 factors)
| Factor | Top-25 | Control | Gap |
| ≥3 custom marketing links (network effects) T1 | 28% | 0% | +28pp
|
| Non-English content detected (H - geo expansion) | 0% | 4% | -4pp
|
🤝 Trust & Proof (2 factors)
| Factor | Top-25 | Control | Gap |
| Has email-capture survey (I - owns the list) | 80% | 60% | +20pp
|
| Specific revenue/outcome numbers in landing (C) T1 | 40% | 20% | +20pp
|
📦 Offer & Format (4 factors)
| Factor | Top-25 | Control | Gap |
| Offers 5+ courses T1 | 88% | 72% | +16pp
|
| Online% ≥0.3 (high engagement density) T1 | 100% | 92% | +8pp
|
| Instant-deliverable promise (L) | 16% | 12% | +4pp
|
| IRL/retreat/in-person mentioned (F) | 4% | 4% | 0pp
|
🌊 Timing & Waves (4 factors)
| Factor | Top-25 | Control | Gap |
| Vertical-specific positioning (E - vertical>horizontal) | 24% | 20% | +4pp
|
| Created in 2024 (early-mover advantage) T1 | 0% | 0% | 0pp
|
| Mentions n8n in landing page (D - 2026 forward wave) | 12% | 12% | 0pp
|
| Anti-hype/contrarian framing (K) | 28% | 36% | -8pp
|
Forward bets — 2026-2027 positioning
For each top-25, which of the upcoming AI waves are they positioned to ride? Communities scoring 4+ waves are the strongest 2026-2027 candidates.
| Community | Members | Waves | Bet quality |
| AI Profit Boardroom | 2,998 | 4/7 | 🚀 strong |
| Ina's Dance Academy | 399 | 4/7 | 🚀 strong |
| CEO Lab (Marketer Skool) | 1,577 | 4/7 | 🚀 strong |
| AI Automation Society Plus | 3,588 | 3/7 | ✓ moderate |
| AI Money Lab | 71,583 | 3/7 | ✓ moderate |
| AI Automation (A-Z) | 153,503 | 3/7 | ✓ moderate |
| ACQ VANTAGE | 914 | 2/7 | ✓ moderate |
| AI Automation Society | 351,113 | 2/7 | ✓ moderate |
| AI Cyber Value Creators | 8,781 | 2/7 | ✓ moderate |
| AI Automations by Jack | 2,666 | 2/7 | ✓ moderate |
| AI Video Bootcamp | 18,772 | 2/7 | ✓ moderate |
| AI & Free Intelligence | 212 | 2/7 | ✓ moderate |
| Mobility & Injury Prevention | 204,800 | 2/7 | ✓ moderate |
| Ninjas AI Automation | 2,046 | 2/7 | ✓ moderate |
| Story Hacker AI | 1,633 | 2/7 | ✓ moderate |
| Ai Creators Academy | 2,339 | 1/7 | ⚠ fading |
| AI Society: Income with AI | 225 | 1/7 | ⚠ fading |
| AI Automation Agency Hub | 314,382 | 1/7 | ⚠ fading |
| REVENUE REVOLUTION | 8,856 | 1/7 | ⚠ fading |
| The AI Advantage | 120,903 | 1/7 | ⚠ fading |
| The AI Agents Course | 1,857 | 1/7 | ⚠ fading |
| Ai Style Secrets (AISS) | 802 | 0/7 | ⚠ fading |
| GOOSIFY 🍎🐛🦋🌈⭐️🩷 | 12,949 | 0/7 | ⚠ fading |
| AI Marketing | 1,180 | 0/7 | ⚠ fading |
| Skoolers | 193,064 | 0/7 | ⚠ fading |