Same-Year Analytics Miss 17% of the Signal.
Lag-Adjusted Analysis Reveals It.
Our validation across 50 companies found same-year correlation at r=0.499. With 12-month lag adjustment, it jumped to r=0.584. For small businesses making budget decisions, that's the difference between guessing and knowing.
Correctly identified revenue direction 68% of the time
Spearman r at 12-month lag window
High-DTC shows 30% stronger signal
Across 4 industries + 25 creators
See The Data For Yourself
Interactive visualizations from our PRISM V22 validation study
Same-Year vs Lag-Adjusted Correlation
See how lag adjustment improves marketing-revenue correlation
Same-year analysis misses the delayed impact of marketing. External factors (COVID, supply chain) dominate short-term results. The true signal emerges after 12 months.
DTC % Impacts Correlation Strength
Direct-to-consumer businesses show faster, stronger marketing-revenue signals
High-DTC businesses show 30.4% stronger correlation than wholesale-heavy businesses. If you sell directly to customers, your marketing signal is clearer and shows faster.
Correlation Strength By Industry
Some industries show stronger PRISM-revenue correlation than others
What This Means For Your Business
Marketing Works Just Not Instantly
Your campaign in Q1 affects revenue in Q4 or beyond. Same-year analytics can't see this. With lag-adjusted analysis, you'll understand the true timeline of marketing ROI.
Focus On Momentum, Not Sentiment
Our pillar analysis found Momentum (r=0.66) correlates strongly with revenue while Sentiment (r=-0.20) doesn't. Stop obsessing over comment positivity focus on growth trajectory.
One Dashboard, 6 Platforms
Connect Instagram, TikTok, YouTube, Twitter, LinkedIn, and Facebook via OAuth. Get a single PRISM Score instead of 6 different analytics dashboards.
DTC Businesses See Faster Results
If 70%+ of your sales are direct-to-consumer, you'll see marketing-revenue correlation in 6-12 months. That's 30.4% stronger signal than wholesale-heavy businesses.