Systems and methods for automated rule-based labeling of space constrained small format visual analytics are disclosed. A label engine receives visual analytic data and metadata. Using default or specific rules, the label engine analyzes the metadata to determine a number of measures and dimensions of the visual analytic data. The label engine then analyzes the measures, dimensions, and other metadata according to the rules to generate a set of labels, and a set of locations within the visual analytic into which to insert the set of labels. Placement of the labels can be based on the size and format of the visual analytic. In addition, the placement of the labels can be based on a dashboard framework in which the visual analytic is disposed. Any labels that are redundant with the information in the context of the dashboard framework can be omitted from visual analytic.