• Products

    OUR PRODUCTS

    Marketing analytics that drives decisions
    From marketing mix modeling to brand intelligence — ScanmarQED's product suite gives enterprise brands and media agencies a complete, connected view of marketing performance.

    MARKETING EFFECTIVENESS
    MARKETING MIX MODELING
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    AI-guided MMM with genetic model search and full transparency

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    Multi-engine modeling — build, run, and validate across frameworks

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    Scenario planning and budget allocation connected to MMM outputs

    MULTI-TOUCH ATTRIBUTION
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    Data-driven marketing attribution across digital touchpoints

    UNIFIED MARKETING MEASUREMENT
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    Unified view combining MMM, MTA, and incrementality in one framework

    MARKET & CONSUMER INSIGHTS
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    Connected data platform for market and consumer insights with predictive modeling

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    Continuous market and brand performance tracking with automated storyboards

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    Promotional effectiveness analytics for commercial and trade marketing teams

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    Automated insights delivery aligned to management reporting cycles

  • Solutions

    ScanmarQED provides practical analytical solutions for marketing and sales professionals. 

    Marketing Effectiveness Measurement
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    Measure the true impact of every marketing investment, across channels, geographies, and time.
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    Attribute performance across touchpoints. See the full journey from exposure to conversion.

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    MMM, MTA, and experiments unified in one framework.

    Market & Consumer Insights
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    Connect marketing activity to commercial outcomes and revenue growth.

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    Integrate your marketing, sales, and media data sources in one place.

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    Track brand health, consumer perception, and advertising impact over time.

    Use Cases
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    MMM for consumer brands and the agencies that plan their media.

  • Company

    We are on a mission to help you take control over what will drive future business success in order for you to drive better decision making and make a true impact on your business and realize your ambition.

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    About ScanmarQED, our mission, vision, and values

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    Accelerate your business growth with ScanmarQED’s Partner Program.

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    Join our team

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    We're here for you

  • Insights

    News, trends, events, and more

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    News, trends, events and more

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    Explore a variety of analytics webinars with tips & tricks, best practices, and new ideas!

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    Let's talk marketing analytics

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    Get started on your learning journey - elearning

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    Explore the future of marketing measurement

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    Explore our ever-expanding ecosystem of free white papers!

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    Explore real-life case studies that reveal the strategies behind success

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    Find the answers you need fast

Underdetermination - The missing link of marketing analytics

White Paper

 

Why this white paper?

The underdetermination concept is one of the main reasons that good internal analysts are significant in the marketing analytics teams. Statistics on its own is not enough, human operators still have a critical role to play in the process as multiple theories can fit and explain the same set of data.

How can marketers ensure that their data is being accurately interpreted? Adopting better marketing analytics techniques can be an option but having skills such as industry knowledge and company insight, are essential to make quicker and more precise decisions.

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Here is what will be covered in this white paper:

  • The concept of Underdetermination
  • How to deal with Underdetermination in marketing analytics
  • How data owners ensure their data is being accurately interpreted
  • Underdetermination in action