Results from a cohort study are challenging the diagnostic algorithm proposed by the Assessment of Spondyloarthritis International Society by showing that rheumatologists are not always confirming a diagnosis of axial spondyloarthritis in patients with multiple features of spondyloarthritis. How will these results affect the future development of classification criteria?