Ran the CSV through our deduper first. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it as part of a wider home tutoring service expansion into India. Money well spent.
Field-tested by my team. Connect rate jumped noticeably once we filtered by category. Bought it to map home tutoring service density across India. Will buy again.