Marketing Mix Modeling
Future-Proofing Measurement with Econometrics
Future-Proofing Measurement with Econometrics
As privacy regulations tighten and third-party cookies disappear, traditional user-level tracking is losing visibility. Marketing Mix Modeling solves this by relying entirely on aggregated historical data, providing a fully privacy-safe method to measure the true, incremental impact of every channel.
Marketing Mix Modeling by Digitl – Technology Partner for Data Analysis
Marketing Mix Modeling by Digitl – Technology Partner for Data Analysis
Digitl helps organizations transition from fragmented, platform-biased reporting to unified econometric analysis. By securely centralizing years of sales and media data, these tech-driven setups reveal the precise mathematical relationship between past marketing investments and revenue generation.
Core Services for Marketing Mix Modeling
Core Services for Marketing Mix Modeling
Comprehensive end-to-end services to build and maintain econometric models.
Infrastructure
Infrastructure
Scalable cloud data environments on Google Cloud, AWS, or Azure to consolidate offline and online marketing data securely.
Projects
Projects
Technical implementation of MMM setups, including data aggregation, model validation, and budget planning dashboard deployment.
Support
Support
Continuous monitoring of data pipelines, proactive debugging, and recalculation of the econometric algorithms.
Algorithm
Algorithm
Advanced mathematical models, utilizing Bayesian inference and Google Meridian, to isolate true incremental sales.
Beyond Black-Box Solutions – Transparent Modeling
Beyond Black-Box Solutions – Transparent Modeling
Many commercial MMM solutions operate as proprietary black boxes, hiding their underlying math from advertisers. Digitl builds custom, transparent models using industry-leading open-source libraries like Google Meridian, which can be implemented seamlessly within your cloud environment. This approach guarantees full data ownership, complete visibility into how ROI is calculated, and ensures the budget recommendations serve the business, not the software vendor.
Many commercial MMM solutions operate as proprietary black boxes, hiding their underlying math from advertisers. Digitl builds custom, transparent models using industry-leading open-source libraries like Google Meridian, which can be implemented seamlessly within your cloud environment. This approach guarantees full data ownership, complete visibility into how ROI is calculated, and ensures the budget recommendations serve the business, not the software vendor.
Privacy-Safe Measurement
Privacy-Safe Measurement
Because the models analyze aggregated data by evaluating total spend against total sales on a daily or weekly level, MMM is completely immune to browser tracking restrictions and inherently compliant with data privacy regulations.
Offline Media Integration
Offline Media Integration
The algorithms separate the impact of marketing from natural sales baselines by factoring in historical data, such as seasonal changes and traditional offline media spend, without needing user-level tracking.
Strategic Budget Planning
Strategic Budget Planning
Once validated against historical data, the econometric models are used for strategic budget planning. Marketers can simulate different budget allocations to understand exactly how shifting spend impacts overall revenue.
Accelerate Econometrics with AI
Accelerate Econometrics with AI
Artificial intelligence transforms the process of econometric modeling. Advanced machine learning automates the complex data structuring of regression models, allowing for highly efficient calculation cycles. This AI-driven approach enables the MMM to deliver highly accurate historical insights that perfectly align with your strategic budget planning.
Our Advantage in Marketing Technology
Our Advantage in Marketing Technology
Knowledge
Knowledge
The team possesses deep expertise in advertising technologies, consistently staying ahead of industry trends and platform developments. Through our partnership with Digitl Cloud, a Google Cloud Sell & Service Partner, our expertise also includes cloud infrastructure and data management. This ensures a holistic approach to digital advertising, translating our knowledge into innovative strategic planning, infrastructure design, and custom setups for an effective ad-tech environment.
Independent
Independent
Operating as an independent and international marketing technology partner, collaboration is seamless with all agencies, regardless of a company's current media partners. As a neutral advisor, the focus is solely on ensuring that the marketing technology of clients perfectly aligns with their business goals. Expertise spans various platforms and technologies, making it a versatile and adaptable partner for all organizations seeking to enhance their digital marketing capabilities.
Tech-Driven
Tech-Driven
Our work with Google's ad-tech tools and data-driven insights drives campaign optimization and measurable results. The collaboration with Digitl Cloud provides a technological advantage, making it simple to integrate marketing and cloud solutions. This allows us to create custom infrastructures that meet your unique business needs, ensuring efficient data collection, enrichment, and activation.
Are you interested?
Are you interested?
Contact us today to start your journey towards digital success!
Contact us today to start your journey towards digital success!
Trusted by industry leaders
Trusted by industry leaders
