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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

QR Codes Failed Because the Ask Was Bigger Than the Reward. That’s Changing

After many false starts, QR codes have finally found their footing, but marketers need to treat the post-scan experience as seriously as the code itself.

Keeping Customer Data More Secure with AI

AI might have the best chance of catching data threats at the hands of AI.

Video Raises the Bar for CX Operations

Video customer service tools abound, and we break down some of them here.

The Leading Companies and Hottest Trends and Technologies in Customer Service, Marketing, and Sales: The 2026 CRM Top 100

CRM magazine presents its eighth annual rundown of the leading companies and hottest trends in customer relationship management.

ViewPoints

OpenAI Is Opening Up Advertising. Marketers Have Been Ready for Months

The whole world is watching OpenAI launch its ad platform. The data shows marketers have been waiting all year to try it out.

Redesigning the Frontline Sales Manager Role for the AI Era

Sales managers should be the connective tissue between leadership and sellers.

Influencer Marketing Isn’t Broken. Measurement Is

Influencer marketing doesn't struggle because it doesn't work, but because it's evaluated through metrics too narrow for real consumer behavior.

How CX Teams Can Keep AI Fatigue at Bay

Here are three disciplines that distinguish stalled rollouts from sustained results in AI-powered customer experience.

Columns

The Agentic AI Platform Wars

Everyone wants to be the central hub where enterprise data, processes, and AI converge.

Bots Get Agency, You Get Monitored

The machine gets to be the agent. The person gets to be the backup plan.

Cold Circuits, Warm Heart: AI and Empathy in CX

Customers will judge the interaction in front of them.

AI Empowerment in Practice: Spotlight on Retail

A clothing and accessories firm gets a boost from an AI-powered CX platform.

Buyer's Guide Partners