Onboarded a junior with this dataset. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it as the seed list for a nutritionist doctor outbound push in India. Sales team is happy.
Got what we needed for the prospecting list. The categorisation could be a bit more granular for our vertical, ended up regex-cleaning the industry column ourselves.