Customer Segmentation & Revenue Analysis (RFM, Churn, Pareto)

About this ad

This is a deep, structured customer analysis, built from raw transactional data, designed to help you understand how your customer base actually behaves, where your revenue truly comes from, and where risk and opportunity coexist.
It is an analysis package that combines customer segmentation, revenue concentration, and churn indicators into a clear, interpretable analytical narrative.

What Makes This Analysis Different
Most customer analyses stop at what happened.
This analysis goes further and explains what it means in your data.
Every visual is accompanied by:
• clear interpretation,
• dataset-specific explanation,
• and guidance on how to read and think about the result.

What Is Analyzed
The analysis starts from minimal raw data: OrderID, CustomerID, OrderDate, OrderValue. From this, it builds a multi-layered analytical view of your customer base:

Customer Structure (RFM Analysis)
• Recency, Frequency, Monetary value and RFM scores
• Distribution and balance of customer behavior
• Identification of structural patterns in purchasing activity

Segment-Level Insights
• Customer segments compared by value, frequency, retention, and stability
• Clear differentiation between high-value, stable, and volatile segments
• Insight into why certain segments matter more than others

Revenue Reality (Pareto & Concentration)
• How revenue is distributed across customers
• Identification of top contributors
• Clear visualization of revenue concentration and dependency

Risk & Inactivity Indicators
• Churn-related metrics derived from RFM and retention behavior
• Comparison of value and risk across churn states and segments
• Early warning signals rather than binary churn labels

Top-N Revenue Contribution (Interactive Insight)
• Selection of the top X% of customers
• Immediate visibility of:
o their share of total revenue (%),
o absolute revenue value,
o number of customers involved
• Dynamic Pareto visualization showing how revenue concentration changes with selection
This allows you to explore revenue dependency in a controlled, transparent way, instead of relying on static assumptions like “top 20%”.

What You Receive
• A complete Excel-based customer analysis package
• Multiple analysis tabs, each focused on a specific analytical question
• Clear titles, subtitles, and explanations throughout

Screenshots of all analysis tabs are provided so you know exactly what you are getting.

About the seller

Reviews on the ad

  • Paul L. 26 days ago

    Great job

  • Francis Q. 25 days ago

    Outstanding work, thanks..

  • S D. 14 days ago

    Great work thank you

  • Donna D. 28 days ago

    Fantastic work, followed my brief to the letter and the site looks amazing. Highly recommend.

  • Martin H. 17 days ago

    Quick, flexible and accurate. Good job

  • Jesse R. 27 days ago

    Great work.

  • Paul O. 4 days ago

    These guys are amazing. They have been great, the way they go about their work is impressive, they are very attentive. They respond to questions very quick and work with you till work is done or till you are happy with what they have done. Thank you!

  • Anthony O. 9 days ago

    Absolutely amazing experience. worker has the patience of 10 saints. Thorough, creative, quick. Couldn't have wished for a better experience.

  • Dorothea F. 5 days ago

    very helpful, patient and delivered the project exactly how I wanted it.

  • Jonathan C. 18 days ago

    Fantastic work as always. With a rapid turn around liter

Order details€295

5 days
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