Bought a sample first. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it for a United States-focused florist territory cut. Otherwise no complaints.
Field-tested by my team. Sample matched live data when I spot-checked random rows. Bought it to support a florist rollout in United States. Saved us hours of manual cleanup.