My traffic is hardly enough for me to be considered an influencer, but both of the product reviews I've done with brands have resulted in at least enough sales to cover the cost of the product they sent me. I think it's aim small, miss small really.
But then again I believe you're talking about larger scale campaigns than a couple of companies sending me pants and/or messenger bags to review.