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Customer Data Analytics

Customer Relationship Management (CRM) data analytics, or customer analytics, is a critical element of CRM. Learn to quickly identify and solve customer-facing business problems by collecting, organizing, and analyzing customer data captured throughout an organization. Explore our latest customer analytics news, analysis, and advice.

Features

Friction Mapping Moves to CRM to Spot Customer Pain Points

Customer journey technology evolves to home in on customer service breakdowns.

Dynamic Content Delivery Fuels the Ultimate Hyper-Personalization

Content is still king, but only when it meets the right customer at the right time and place.

Why Your Primary Focus Should Be on Customer Retention

The shift away from new customer acquisition is finally taking hold.

Location Becomes Less Important in Outsourcing Decisions

Despite a push to repatriate contact center jobs, companies are placing other considerations above country.

ViewPoints

Good Data Privacy Stewardship Is a Competitive Advantage for B2B Marketers

Companies that prioritize data privacy act with integrity and discipline, which carries over to other parts of the organization.

5 Reasons AI Is Underperforming in CX, and How to Fix It

While the problem is often framed as a technology issue—a limitation of models, tools, or algorithms—that diagnosis falls short of the complete picture.

How to Be a Truly Customer-Driven Organization

Becoming genuinely customer-driven requires more than good intentions.

How AI Enables Smarter Service for Manufacturers

Getting manufacturers on board with AI doesn't have to be a struggle. What it does require is the right foundation.

Columns

The Debate Around Dynamic Capabilities

Dynamic pricing models might be unfair, but what's a lot less ambiguous is how companies can use CRM data to dynamically alter other aspects of the customer experience.

Closing the CX Divide: How Agentic AI Unifies the Front and Back Office

Back-office groups have not kept pace with improvements and innovation.

7 Agentic AI Lessons We've Learned

Map out your processes and journeys now.

The Contact Center Attrition Test

Here's a metric that should be getting more attention.

Buyer's Guide Partners