Data decay

B2B contact data degrades continuously as people change roles, companies restructure, and domains change. The industry figure usually quoted is roughly 2 to 3 percent per month, which compounds into a materially wrong database within a year if nothing is re-verified. The practical defence is not a bigger database but a visible last-verified date, so a rep can see whether a record is fresh before they act on it.