The Secret X

Both have participants who came either for love or another purpose and people need to guess who they are.

Both have participants who came either for love or other purposes and the panel and participants need to guess who they are. They also do photoshoots as couples

Both are about observing the participants and gauging their feelings for one another during the show.
Both are about relationships.