10. The network device of claim 9 , wherein displaying the advertisement further comprises positioning the advertisement based on a relevance of the advertisement to the plurality of clusters.
9. The network device of claim 7 , wherein the processor performs actions, further comprising: obtaining an advertisement; including the advertisement into the ordered listing of the plurality of clusters; and displaying the advertisement at the client device.