If the video is new and the agency has not published it before in the messages, there is a 90% chance that you will not find it and new videos will not be sold. I do not know the reason, but if it is old, i.e. from April or before, then it is likely that you will find it and the last video that was sold is the video with the green hair at the top of your message.