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Solutions & Products

Satisfaction & Loyalty

Your customers know what they like. Do you?

Too often, a business will focus on acquisition, when increasing customer satisfaction and loyalty could be the healthiest thing a business could do.

But mastering emotional engagement, trust, and the ability to meet or exceed a customer’s expectations takes work and smart market research.

We’ll help uncover your drivers

Do you know why your customers continue to buy your product? Are they knowledgeable about you, your brand, or your product/service? Is it about the utility or experience derived from your product? Or is it the perceived quality and expected performance of your product? These are important drivers to know.

Our Methodological Muscle

We Identify Key Drivers

We can identify truly actionable key drivers of satisfaction and loyalty.

Normal key drivers are linear, but our asymmetry analysis identifies satisfiers that merit maximum improvement and dissatisfiers that pose the most risk.

We Prove ROI

We could also link existing satisfaction and loyalty survey data to business outcomes in order to help your company make better resource allocation decisions and illustrate your return-on-research dollars spent.

We helped these clients adjust for customer satisfaction right away, and over time

Hospitality

Improving Radisson's Guest Satisfaction

Historical data and a simulator told us that making just one small change in quest satisfaction right away would increase monthly revenue.

Financial Linkage Satisfaction & Loyalty

Insurance

Insurance Claims Improved

Key driver analysis identified room for big improvements at the claims level, where it mattered most.

Business to business Satisfaction & Loyalty

Software

Global Service Gaps Identified

In-language feedback from consumers across the globe revealed important differences in overall satisfaction levels across countries.

Satisfaction & Loyalty

We're sharing our knowledge of customer satisfaction and loyalty research

Knowing how to meet or exceed a customer’s expectations takes work and smart market research. We write about our approaches to satisfaction and loyalty research because we have learned a few things along the way.

Conjoint Analysis

October 8th, 2020

Looking Back vs. Forward: When to Consider Conjoint over Key Driver Analysis

Collection and analysis of customer satisfaction data is a widespread practice in companies. What purpose does it serve?

Rajan Sambandam, PhD | President
Key Driver Analysis Regression Analysis Satisfaction

Satisfaction & Loyalty

October 6th, 2020

Asymmetry Analysis

Before examining the question of asymmetry, we need to think about symmetry.

Rajan Sambandam, PhD | President
Asymmetry Analysis Key Driver Analysis Regression Analysis

Our Thoughts on Customer Satisfaction and Loyalty Research

Brand Equity Research

April 7th, 2025

On Measuring Brand Value: Why Choosing the Right Loyalty Metric Matters

KPIs (Key Performance Indicators) are useful for tracking how a brand or its products are perceived over time and against competitors. Companies may do their own research to track these metrics or utilize the benchmarking services of outside organiza...

Westley Ritz | Vice President, Analytics

Rest assured your data is safe

Read more about HITRUST CSF certification and SOC 2 on TRC’s Data Security page.