As someone who remains a bit skeptical of how much social connections and sharing will provide purchasing intention signals anywhere near as effective as searches, I think the so-called interest graphs that Sparks surfaces could provide potent indicators of intent to purchase products.
FORBES: Take That, Facebook: Google+ = Social Ad Targeting