Many retailers, on top of their other challenges, must also deal with an information deficit. Retailers that have invested heavily in loyalty programs and other transactional analytics are finding that the data amassed before lock down is no longer relevant. In effect, everyone from established players to new kids on the block are in a similar, cold-start position.