Diagnose
Understand what drives satisfaction and loyalty
- Satisfaction measurement
- Value perception analysis
- Loyalty driver identification
From customer feedback to profit-driving decisions
Measure satisfaction and loyalty, identify what drives retention and quantify impact with CLV and ROI scenarios.
Built on academically validated loyalty modeling for B2B
A complete system for customer loyalty
Four integrated modules that take you from measurement to action
Report
Clear, actionable reports on customer loyalty performance
- Executive summary
- Segment deep-dives
- Benchmarking insights
Economics
Quantify the business impact of loyalty improvements
- Customer Lifetime Value
- ROI scenarios
- Investment prioritization
Action
Turn insights into concrete improvement initiatives
- Facilitated workshops
- Action playbooks
- Priority roadmap
How it Works
A structured process that secures impact
01
Kickoff & Scope
We align on goals, define customer segments and plan the measurement approach.
02
Survey & Interviews
Targeted customer surveys combined with stakeholder interviews for context.
03
Analysis & Modeling
Statistical driver analysis reveals what actually impacts loyalty and value.
04
Outcomes & Reporting
Actionable reports with key findings, segment insights and recommendations.
05
Roadmap & Tracking
Workshop to prioritize actions, followed by ongoing measurement and tracking.
Who it's for
Built for senior leaders who own customer strategy — CEOs, CCOs and commercial executives who need clarity on what drives retention and growth across their business.
Industries & businesses we work with
SaaS & Technology
Reduce churn and increase expansion revenue through data-driven loyalty insights
B2B Services
Strengthen client relationships and boost retention across key accounts
Pharma & Medtech
Understand HCP and customer needs to drive long-term partnerships
Agencies & Consultancies
Deepen client loyalty and uncover growth opportunities within your portfolio
What you get
Clear, actionable deliverables you can use immediately
Customer Health Report
Comprehensive PDF report with all findings and recommendations
Loyalty Driver Analysis
Statistical analysis of what actually matters most to your customers
Priority Map
Visual guide showing where to focus improvement efforts first
Segment View
Breakdown by key accounts, customer groups, or market segments
CLV & ROI Scenarios
Business impact modeling showing potential returns from improvements
Executive Summary
One-page overview for leadership with key insights and actions
See it in action
A real-world example of how CLPS uncovers the drivers behind customer loyalty using structural equation modeling
Structural Equation Model — Path Analysis
About this example
This model illustrates how five key drivers influence customer loyalty through perceived value and satisfaction in a B2B context.
- Satisfaction performance
- 58
- Loyalty performance
- 57
- Strongest path to Satisfaction
- Product (0.521)
- Strongest path to Loyalty
- Satisfaction (0.548)
- Methodology
- PLS-SEM
Performance Scores
Where do our customers see us performing best — and where is there room to grow?
Customer Loyalty Priority Map
Reading the map
The Priority Map plots each driver by its effect on loyalty (x-axis) against current performance (y-axis), revealing where to focus.
- Top priority
- Business Relationship
- Keep investing
- Customer Support
- Observe
- Perceived Value
Quadrant Guide
- Primary focus — High effect, low performance. Biggest opportunity.
- Keep up the good work — High effect, high performance. Maintain investment.
- Adjust resources — Low effect, high performance. Potential over-investment.
- Observe position — Low effect, low performance. Monitor, no urgency.
Product is the #1 driver of Satisfaction
With a path coefficient of 0.521, Product has the strongest direct influence on customer satisfaction — more than any other driver.
Image drives Perceived Value most
Brand and company image (0.485) is the strongest driver of perceived value, suggesting that reputation and trust are critical in B2B.
Satisfaction → Loyalty is the strongest loyalty path
A path coefficient of 0.548 from satisfaction to loyalty confirms that improving satisfaction directly translates into measurable loyalty gains.
Customer Support has the highest direct loyalty impact
With a direct path of 0.385 to loyalty, customer support bypasses satisfaction entirely — it's a direct loyalty lever.
Business Relationship needs urgent attention
With a high effect on loyalty (0.318) but the lowest performance score (48), business relationship is the top priority for improvement.
Let's talk about your customer loyalty
Book a demo or ask us anything — we typically respond within 24 hours