Leaking organic solutes form an elongated plume in the wake of a sinking ag
gregate. These solutes may both be assimilated by suspended bacteria and gu
ide bacteria with chemokinetic swimming behavior toward the aggregate. We u
sed modifications of previously published models of the flow and concentrat
ion fields around sinking aggregates and of chemokinetic behavior of bacter
ia to identify the behavior that optimizes aggregate colonization and plume
utilization. The optimal solution is governed by physical constraints and
is a trade off between a high sensitivity to chemical signals and a long si
gnal integration time. For a run-and-tumble swimming behavior, the predicte
d tumbling frequency is between 1 and 10 s(-1), similar to that reported fo
r marine bacteria. The predicted optimal sensitivity to chemical signals is
similar to or greater than that known for Escherichia coli. The optimal be
havior was used to examine the potential contribution of aggregate-generate
d solute plumes for water column bacteria] production. Despite occupying on
ly a small volume fraction, the plumes may provide important growth habitat
s for free bacteria and account for a significant proportion of water colum
n bacterial production at typical concentrations of marine snow aggregates.