Causality Engine published a free tutorial titled the $997 curriculum selling the dream, demonstrating the absence of a course pitch as the new credibility.

THE PROBLEM: You're spending €5 - 25K/month on ads. Meta says 4.2x ROAS. Google says 3.8x. Shopify says something else. Your CFO asks which channels work. You don't know. So you're making six-figure budget decisions by guessing. WHY THIS HAPPENS: Attribution is broken. It tracks what happened, not why it happened. TikTok shows 2.3x ROAS. Is it working? Or stealing credit from Meta? You literally cannot tell. WHAT WE DO: We show you which channels drive incremental sales and which ones waste your money. Not correlation. Causality. Example: TikTok creates awareness. Meta converts it 14 days later. Cut TikTok, your funnel collapses. We prove this with behavioral intelligence and causal inference. THE RESULTS: 964 companies switched from attribution to behavioral intelligence. • 95% attribution accuracy (industry standard: 30-60%) • 340% average ROI increase • 89% of trials convert to paid THE OFFER: €99 one-off for an analysis - but we through in a Pro trial for free. 89% convert because once you see the patterns, you can't unsee them. WHO THIS IS FOR: Shopify beauty/fashion brands spending €100K-€200K/month on ads who are tired of guessing which channels work. Stop tracking what happened. Start understanding why it happened. → causalityengine.ai