Identifying elements of existing software that are reused within a system may provide maintainers with valuable insights during system evolution. This paper evaluates an extension of software reconnaissance that can be used to analyse reuse across features in a system, as part of a component recovery process proposed in [18]. We illustrate and evaluate retrieval of reuse information in this fashion using
a large, commercial ERP and warehousing application. Results suggest that the approach scales well in terms of reuse information across features in existing software, providing maintainers with a valuable new perspective on the software system in question