Customer Segmentation Case Study
Boosting ARPU through Customer Segmentation & Personalized Campaign Strategy for a Telecom Provider
Introduction
A leading telecom provider offering broadband services, devices, airtime plans, and data bundles partnered with NettScience to address stagnating Average Revenue Per User (ARPU). Despite a large customer base, the company struggled to maximize revenue due to undifferentiated marketing, low cross-sell success, and inefficient resource allocation. Leveraging our expertise in Advanced Analytics and Customer Segmentation, the telecom provider implemented a data-driven strategy to personalize campaigns, optimize pricing, and boost ARPU by 18% within 12 months.
Key Challenges
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Low ARPU Growth: Revenue per user plateaued despite a growing subscriber base.
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Generic Campaigns: One-size-fits-all marketing led to poor upsell/cross-sell conversion.
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High Churn: Price-sensitive customers left for competitors due to lack of tailored retention efforts.
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Siloed Data: Disconnected customer insights hindered targeted marketing.
Our Approach
Data Integration & Segmentation
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Consolidated data from various sources including e-commerce platforms, CRM systems, and marketing tools
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Cleaned and structured data for accurate analysis
Advanced Segmentation
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RFM Analysis: Segmented customers by Recency, Frequency, and Monetary value.
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Behavioural Clustering: Identified groups like high-data users, price-sensitive subscribers, and device upgraders.
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Predictive Scoring: Modelled customer lifetime value (CLV) and churn risk using machine learning.
Tiered Pricing & Personalized Campaigns
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Dynamic Pricing: Introduced tiered data plans (e.g., Basic, Premium, Unlimited) aligned with usage patterns
Targeted Cross-Sell/Upsell
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High-Value Users: Offered premium add-ons (e.g., international roaming packs, 5G upgrades).
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Mid-Tier Users: Bundled broadband + mobile plans with loyalty discounts.
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At-Risk Users: Deployed retention offers (e.g., discounted data top-ups).
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Channel Optimization: Automated personalized SMS/email campaigns via Marketing Automation, with A/B-tested creatives.
Consultative Sales Enablement
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Trained sales teams to adopt a value-based approach [Ref: Simon-Kucher], using insights like:
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“High-data users” received proactive offers for unlimited plans.
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“Device upgraders” were targeted with trade-in promotions.
Results Achieved
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ARPU Growth: 18% increase in revenue from upsells.
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Cross-Sell Conversion: Increased by 14%
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Churn Rate: Reduced by 33%
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Customer Satisfaction: Increased by 17%
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Efficiency Gains: Reduced CPA by 25% through hyper-targeted campaigns.
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Strategic Insights: Identified untapped segments (e.g., SMEs) for future GTM strategies.
Get in Touch
Combination of advanced analytics capabilities and marketing expertise, and our cross-functional approach integrates insights from market research, customer behavior analysis, and performance metrics to create a marketing solution.
Contact us today and discover how to revolutionize your approach to data-driven decision-making.