It is observed in the fossil record. It is strongly indicated by genetic features. It is strongly indicated by distribution of species - ie island species being similar to nearby mainland species.
Common descent is not compatible with any possible set of observations. It is only compatible with a very small subset of possible observations. It just so happens that the set of observations that is our reality happen to be compatible with common descent. Coincidence huh?
Or ... CONSPIRACY???