Customer Analytics

Having plenty of customer data is one thing, but using it effectively is another story.

When fragmented data limits growth

Most ecommerce businesses collect customer data but struggle to use it effectively. Common challenges include:


  • Customer data scattered across platforms and tools – creating blind spots in your shopper view
  • Inability to distinguish highest-value customers from those at risk of churning
  • Skyrocketing acquisition costs making customer retention critical for profitability
  • 67% of businesses unable to predict future purchase behavior
  • Vast data collection without the analytical capability to transform it into actionable strategies
  • Generic marketing approaches that fail to resonate with expectation-driven customer

FROM DATA TO ACTION

Smarter decisions with 360° customer insights

  • Unified customer profiles

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    We connect data from every customer touchpoint to build a single, dynamic profile—giving you a clear, complete view of your audience.

  • Advanced customer segmentation

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    We segment your customers by value, behavior, and needs—so you can target the right people with the right message at the right time.

  • Predictive churn analysis

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    We detect early signals of churn and flag at-risk customers—so you can take action before they walk away.

  • Lifetime value modeling

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    We identify what drives your most valuable relationships—so you can invest where it matters most.

  • Personalization frameworks

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    We create systems that deliver tailored experiences—boosting engagement, loyalty, and retention at scale.

  • Business-focused insights

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    We translate complex customer data into clear, strategic opportunities—helping you make smarter moves, faster.

benefits

Turn customer data into competitive advantage

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    Increase profit margins

    Achieve higher profitability compared to competitors without advanced customer analytics

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    Boost retention rates

    Increase customer retention by 5-25%

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    Reduce acquisition costs

    Lower CAC by targeting prospects similar to your highest-value customers

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    Improve marketing ROI

    Enhance campaign performance through precise customer segmentation

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    Personalize experiences

    Create tailored journeys that resonate with individual customer preferences

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    Optimize loyalty programs

    Design retention initiatives based on data-driven understanding of what truly drives loyalty

Our process tailored to your business

01.

Customer Data Audit

We begin by assessing your existing data landscape, uncovering integration opportunities across all key platforms.

02.

Unified Profile Creation

We consolidate data from your ecommerce systems, CRM, marketing platforms, and support channels to build rich, unified customer profiles.

 

03.

Behavioral Analysis

By analyzing historical customer behavior, we identify patterns in browsing, purchasing, and engagement that drive decision-making.

04.

Advanced Segmentation

Using advanced clustering techniques, we go beyond surface-level demographics to reveal nuanced customer segments.

05.

Customer Journey Mapping

We map out the full customer journey across all touchpoints, highlighting areas for strategic engagement and optimization.

06.

Lifetime Value Modeling

Our predictive models estimate future customer value and pinpoint the factors that contribute to long-term profitability.

07.

Personalization Strategy

We design strategies that enable highly personalized experiences based on each customer’s unique preferences and behaviors.

08.

Implementation Roadmap

Finally, we deliver a clear, actionable roadmap for embedding customer insights into your operations.

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What sets us apart

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Unified customer understanding

We take a holistic approach, connecting data across all customer touchpoints to create a single, integrated view of your audience.

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Predictive intelligence

Our advanced modeling goes beyond reporting the past—it anticipates future customer behavior to inform smarter decisions.

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Actionable insights

We focus on insights that translate directly into strategic actions, driving measurable business outcomes.

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Privacy-first approach

Our methodology is designed with compliance in mind, aligning seamlessly with regulations like GDPR and CCPA.

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Business-first insight development

Combining deep ecommerce expertise with data science, we deliver insights that support strategic, customer-centric decisions.

Your questions

Our answers

01 How is this different from the customer reporting in our ecommerce platform?
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Native platform reporting typically offers basic metrics like recency and frequency, but lacks predictive capabilities, advanced segmentation, and cross-channel integration. Our solution connects all touchpoints, applies sophisticated modeling techniques, and transforms raw data into strategic action plans.

02 How much historical data do you need?
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For basic segmentation and analysis, 6-12 months of customer data is ideal. For accurate lifetime value and churn prediction models, we recommend 12-24 months of historical data. However, we can begin providing value with whatever data you currently have available.

03 Does this require implementing a new Customer Data Platform (CDP)?
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Not necessarily. While we can implement a CDP if desired, our solution works with your existing technology stack, creating a virtual customer data layer that integrates information from multiple sources without requiring a complete platform migration.

04 How do you ensure customer privacy compliance?
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We implement privacy-by-design principles throughout our process, including data minimization, pseudonymization, and purpose limitation. All analyses comply with GDPR, CCPA, and other relevant regulations, with clear documentation of data processing activities.

05 Can you integrate offline customer interactions?
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Yes. For omnichannel retailers, we can incorporate in-store purchase data, call center interactions, and other offline touchpoints to create a truly comprehensive view of the customer journey across all channels.

06 How quickly can we implement personalization based on your insights?
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Initial segmentation and targeting capabilities can be implemented within 4-6 weeks. More sophisticated personalization frameworks typically require 8-12 weeks to develop and deploy, depending on your existing technology infrastructure and the complexity of your customer base.

07 How do you measure the ROI of customer analytics?
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We establish clear baseline metrics at the outset and track improvements in key indicators including retention rate, customer lifetime value, marketing efficiency, and overall revenue growth. This allows us to demonstrate direct causality between analytics implementation and business outcomes.

08 What makes your approach to customer analytics unique?
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While many analytics providers focus solely on technical implementation, our approach begins and ends with business strategy. We translate technical findings into clear strategic recommendations, prioritize initiatives based on business impact, and provide ongoing guidance on operationalizing insights across your organization.

CONTACT US

Unlock customer insights

Krzysztof Surowiecki
Senior Manager Commercial Analytics
Tomasz Tołłoczko
Senior Manager Consumer Analytics

Book free consultation

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