Platforms collect valuable data that they do not share. Welfare then suffers as information asymmetry produces market failures. Current proposals to address this, however, fail because they grant access to an entity’s own data but not the context within which it functions. We propose a novel solution, the in-situ data right, that gives users privacy control yet allows third parties to create value with user permission.