Niche scholarships are scholarships that are tailored to a specific group of students by major, race or ethnicity, gender identity, disability status, religion, extracurriculars, and more. Similar to local scholarships, niche scholarships often give you a higher chance of winning because there's fewer qualified applicants you're competing against.