Media Mix Modeling &
Incrementality
Stop relying on flawed, privacy-blocked last-click attribution. We build custom, privacy-safe econometric models that reveal the true incremental ROI of your entire omnichannel marketing mix. Optimize your budgets, forecast diminishing returns, and prove the financial impact of your brand and performance media to the C-suite.
Average reduction in wasted ad spend and increase in overall marketing ROI achieved by brands within the first 6 months of deploying our optimized budget allocation scenarios.
The Post-Cookie Attribution Crisis
The digital marketing landscape has fundamentally fractured. iOS updates, cookie deprecation, and strict privacy regulations have rendered Multi-Touch Attribution (MTA) and platform-reported ROAS dangerously inaccurate. If you are making multi-million dollar budget decisions based purely on Meta or Google's in-platform dashboards, you are massively over-crediting lower-funnel retargeting and blinding yourself to upper-funnel brand impact.
Media Mix Modeling (MMM) solves this. Instead of tracking individual users (bottom-up), MMM uses advanced statistics to analyze historical aggregate data (top-down). It identifies the mathematical correlation between your marketing activities (ad spend, TV placements, PR) and your business outcomes (sales, foot traffic), while isolating external factors like seasonality, pricing changes, and macroeconomic shifts.
Our approach marries traditional econometrics with modern machine learning. We don't just build a model that looks backwards; we deliver a dynamic forecasting tool that tells your executive team exactly how to allocate the next dollar to maximize incremental revenue.
The Econometric Architecture
Engineered for CFO-Level Validation
Holistic Data Harmonization
We consolidate your fragmented data. From digital spend and linear TV to pricing changes, competitor actions, and weather patterns, we build a clean, unified dataset required for rigorous statistical modeling.
Adstock & Diminishing Returns
Ads don't instantly stop working the day after they run. We mathematically model "adstock" (the carry-over effect of brand media) and plot the exact point of diminishing returns for every channel to prevent overspending.
Incrementality Calibration
A model is only as good as its ground truth. We continuously validate and calibrate our MMM outputs using controlled, privacy-safe geo-holdout experiments and lift tests to ensure absolute accuracy.
Cross-Channel Measurement
Solving complex measurement challenges across diverse business models.
Omnichannel Retail
Bridge the gap between online spend and in-store foot traffic. We measure exactly how your digital media (social, search, CTV) is driving brick-and-mortar revenue, accounting for regional seasonality.
High-Spend D2C Brands
Scale beyond the Meta/Google duopoly. Discover the true ROAS of upper-funnel channels like Podcast, Influencer, and Linear TV that last-click models typically ignore or penalize.
B2B & Long Sales Cycles
Determine the precise mix of brand awareness and performance marketing needed to generate qualified pipeline over 6-to-12 month sales cycles, proving marketing's direct impact on closed-won deals.
The Implementation Protocol
From raw data to board-ready budget optimizations in 8-12 weeks.
Data Discovery & Auditing
We collect 2-3 years of historical data, including daily/weekly media spend, sales revenue, promotional calendars, and macroeconomic indicators, ensuring a high-fidelity dataset.
Econometric Model Development
Our data scientists apply Bayesian modeling to map the relationships between your variables, rigorously testing for multi-collinearity to isolate the true effect of each specific channel.
Validation via Incrementality Testing
We don't trust the math blindly. We design and execute real-world geographical holdout tests (e.g., turning off Meta in specific states) to calibrate the model against actual consumer behavior.
Scenario Planning & Tooling
We deliver actionable optimization curves. You receive access to a scenario planning tool allowing your team to forecast exactly how shifting budgets will impact total revenue next quarter.
Ready to Stop Guessing Your ROI?
Transform your marketing from a perceived expense into a predictable revenue engine. Schedule an assessment to see if your brand is ready for Media Mix Modeling.