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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

Beyond Speed-to-Lead: How AI Improves Lead Quality for More Conversions

AI chatbots provide more than just rapid responses; they also ensure high-quality, consistent, and compliant CRM data that ultimately drives higher conversion rates.

A Martech Dilemma: Composability vs. Consolidation

This is a battle with no clear battle lines.

AI in CRM: Where Security Risks Are Hiding

As AI agents gain autonomy inside CRM platforms, cybercriminals are exploiting hidden security risks to turn trusted CX automation into a silent gateway for customer data theft.

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.

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