DataSeer brings a radical new approach to promoting open research data. In place of broadly worded data sharing policies, we generate document-specific advice on which data should be shared and which repositories and formats are most appropriate. Researchers are then clear on what they need to do, and stakeholders can easily see when they’ve done it.