A computer-implemented method may include identifying first capability information for a computer device. The first capability information may be provided by the computing device. The method may further include augmenting the first capability information to produce second capability information that reflects capabilities of the computing device that were not reported by the computing device, comparing the second device capability information to application requirements that define device characteristics required or preferred for one or more applications in an online application marketplace that is accessible to the computing device, and providing one or more representations of applications filtered by the comparing of the second device capability information to the device requirements. The one or more representations may be provided for presentation by the computing device.