Do bought Facebook followers help my paid-ad performance?

“Indirectly but meaningfully. The Page follower count is one of the trust signals visitors evaluate when they click through from a cold ad. A Page with 200 followers and one with 20,000 showing the same product convert at significantly different rates — typically 1.5-2.5x for the larger Page on cold paid traffic.”