Replaced an older vendor with this. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it to support a tutoring service rollout in Vietnam. Genuinely useful.
Met most of what we were looking for. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to map tutoring service density across Vietnam. Connect rate could have been higher with cleaner mobile numbers.