B2B personalization depends on accurate contact records. Outdated email addresses, disconnected phone numbers, and duplicate profiles make it harder to segment audiences and measure results. Here is how clean contact data gives marketing and sales teams a better foundation for outreach, lead nurturing, and account-based marketing.