Did the job for our campaign. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it as the seed list for a interior designer outbound push in United States. One column I'd add next refresh: secondary email.
Needed it for a fast launch. Refresh cadence means the data feels current, not 2-years-old. Bought it for our interior designer sales team's United States pipeline. Genuinely useful.