ProfScout helps undergrads and grad students find professors to cold email for research opportunities, internships, and grad school. It ranks 53,000+ professors by reply-fit (research overlap, active funding, new labs) using OpenAlex, ORCID, NIH and NSF data, with verified emails and an outreach tracker.