Systems, methods, and computer-readable media are disclosed for determining product attribute sequences using quantitative values and predicting product performance. In one embodiment, an example method may include determining, by one or more computer processors coupled to at least one memory, a first textual product attribute value for a first product for which to predict product performance, the first product associated with a first product category, determining a first product demand model for the first product category, the first product demand model including at least one algorithm configured to output predicted product performance, determining a first numeric product attribute sequence for the first product using the first textual product attribute value and the first product demand model, the first numeric product attribute sequence including a first numeric product attribute value and a second numeric product attribute value, and determining a first textual product attribute sequence for the first product.