Arrival Instant Theorem is one of the most important theoretical resul
ts established in the studies of classical product-form queueing netwo
rks. Closed queueing networks with blocking have been shown to have pr
oduct-form equilibrium distributions in certain cases, e.g. with repet
itive service blocking mechanism. In this paper, theoretical results o
n acceptance instant distribution which is defined as queue length dis
tribution of such networks seen by a customer at the instant of its ac
ceptance to a service node are established and their extensions discus
sed.