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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

The Best CRM Software, Solutions, and Innovators: The 2026 CRM Industry Awards

Our 25th annual awards recognize the vendors and innovators that shone the brightest in the past year.

The Best CRM Software and Solutions: The 2026 CRM Industry Leader Awards

Our top five picks in 11 categories point the way forward with the best products and capabilities hitting the market in customer service, marketing, and sales.

Five Top Innovating CRM Companies for 2026: The CRM Conversation Starters

These vendors kept the industry abuzz with products, services, and integrations that add up to innovation in sales, marketing, and customer service.

The Best Enterprise CRM Suite: The 2026 CRM Industry Leader Awards

ViewPoints

A Martech Dilemma: Composability vs. Consolidation

This is a battle with no clear battle lines.

From Offer Eligibility to Customer Intelligence: A Data Maturity Playbook for AI-Ready Enterprises

Turn offer eligibility from a one-time conversion step into verified, permissioned customer intelligence that supports personalization, loyalty, and long-term growth.

Building CRM Around Product Ownership

Manufacturers should build customer data around product ownership instead of the initial sale, creating a stronger foundation for service, support, and long-term customer engagement.

Complex CX Is Where AI Agents Still Struggle

Complexity can come in all shapes and sizes, Here's a guide to the many pitfalls AI agents can face.

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The CX Leader’s Guide to 2027 Budget Planning: Invest to Scale Your AI Foundation

Build AI-powered CX systems that turn signals into consistent action.

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.

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.

Buyer's Guide Partners