If companies want to understand consumers, big data offers a valuable, but incomplete, solution. I would argue that our contemporary preoccupation with digital data endangers high-quality insights and observations—and thus products and product solutions—and that for all the valuable insights big data provides, the Web remains a curated, idealized version of who we really are.