In an information retrieval application, a system and method for detecting content holes. A content body is parsed into a plurality of concepts nodes, including a first concept node. A percentage of successful service interactions is determined as a function of concept node and, if the percentage of successful service interactions at the first concept node is below a predefined threshold, a content hole is flagged.