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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

The Global Content Playbook: Why Brands Need Cultural Intelligence to Avoid Customer Experience Missteps

As AI enables brands to scale global content creation faster, cultural intelligence is emerging as a strategic driver to ensure multilingual content is not only linguistically accurate, but also culturally relevant.

Fraud Is a Revenue Problem and Your CRO Should Own It

Fraud is more than just a security failure; it is a revenue leak. Companies need to start treating it that way.

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.

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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