AI Measurement & Attribution
Measure what actuallydrives revenue.
AI-powered measurement that replaces last-click reporting with profit-focused truth.
What It Is
A unified measurement system that combines Marketing Mix Modeling (MMM) and multi-touch attribution to connect media, site behavior, and financial outcomes into a single source of truth.
How Media Becomes Insight
Media
Cross-platform spend & performance
POAS
Profit on Ad Spend
Behavior
Site activity, conversion paths
MER
Marketing Efficiency Ratio
Revenue
Financial outcomes & margins
NCAC
New Customer Acquisition Cost
Decisions
Clear actions & forecasts
Margin
SKU-level profitability
What We Do
Unify cross-platform performance data into one measurement layer.
Combine MMM + attribution to guide cross-channel investment.
Track POAS, MER, NCAC, contribution margin, and SKU-level profitability.
Validate lift with incrementality and correlation analysis.
Forecast outcomes and model budget scenarios before spend is committed.
How We Win
01
Predictive, forward-looking measurement — not hindsight reporting
03
Always-on insights instead of monthly reviews
02
No dependence on platform-reported attribution
04
AI surfaces clear actions, not dashboards
01
Predictive, forward-looking measurement — not hindsight reporting
02
No dependence on platform-reported attribution
03
AI surfaces clear actions, not dashboards
04
Always-on insights instead of monthly reviews
Business Impact
Smarter budget allocation
Reduced channel bias and disputes
Clear incremental vs. assisted impact
Stronger MER and POAS
Executive-level clarity across marketing and finance
