According to a 2017 study published in Psychology Today, "love at first sight" isn't always a case of looking back with rose-colored glasses. Respondents did report falling in love at first sight with potential partners, with men being more likely to do so than women. Granted, those strong, initial feelings do not encompass all of what romantic love entails, but they can prompt a person to pursue something deeper.