
How Accurate and Complete Is CRM Data?
Most marketers believe less than three-quarters of their customer relationship management data is accurate and complete, according to recent research from Validity.

Why Multi-Threaded B2B Sales Requires Better Coordination—Not More Tools
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Most marketers believe less than three-quarters of their customer relationship management data is accurate and complete, according to recent research from Validity.
Digital asset libraries already know which files are outdated or missing—but they can't act on it alone. Discover how active DAM shifts operational work off your team. Read more
AI agents are revealing why brittle platform integrations hold marketing back, exposing connectivity as the real infrastructure challenge behind automation, workflows, and scalable performance. Read more
Martech promised unified performance but delivered fragmentation. As budgets tighten and AI rises, CMOs need interoperability—not consolidation—to prove ROI and drive effectiveness. Read more
B2B software buyers increasingly turn to search engines and AI rather than aggregator websites when researching new software, according to recent research.
Discover how advanced marketers scale personalization across channels using data, AI, and smarter testing. Learn five practical ways to improve relevance, measurement, and performance in your campaigns. Read more.