Non-random data can be useful for exploration, operations, and early signals, but it rarely supports broad claims without caution. Judgment samples rely on expert selection. Convenience samples use easy-to-reach units. Focus groups provide depth, while point-of-sale, loyalty, and web data provide behavioral traces with coverage limits.