If you liked the Koi to Senkyo to Chocolate anime, the Anime-Planet community thinks you'd like:
Tomoya Okazaki is a third-year high school student who is generally bored with life and doesn't take his studies, future, or anything else seriously. One day, however, he meets a lonely-looking girl in the school courtyard, Nagisa Furukawa. She explains to him the source of her loneliness: she had missed a lot of the previous school year and thus is repeating her third year; everybody that she knew has already graduated, and she is lonely. Tomoya is rather indifferent at first, but decides that he has nothing better to do and spends increasingly more time helping Nagisa restore the school drama club. As his relationship with Nagisa grows, Tomoya begins to open up to various other people around the school as well...
Both shows feature a main male character with multiple girls who become infatuated with him, and in the end, a relationship develops with one of the girls. The romance is not the primary focus of either show, although it becomes an important element in the development of the characters. One focuses on creating a drama club, and the other on saving the food club.
Both settings are at a school for somewhat wealthy students, the male protagonist gets elected to be the class representative/run for student council president, a female protagonist has a mysterious hatred towards boys/chocolate and another heroine both have an adult relative working at the school. "Love" and "Lovers" being in both of these titles give it away that romance plays a big factor into the story, so I believe there's enough similarities between these two for you to like each.