Bad contact data does not just waste email sends. It reduces ad audience match rates, weakens loyalty program targeting, and undermines commerce media inventory. Most teams do not notice until campaign performance starts to drop. Here is why clean contact data is the foundation every marketing database depends on and how verification fits into regular practice.