Bought this for a cold outbound push. Refresh cadence means the data feels current, not 2-years-old. Bought it for Pakistan's barber shop segment specifically. Couple of small gaps but workable.
Thanks for the detailed review, the email/LinkedIn coverage you mentioned is on our list for the next pass. If you want the gaps fixed sooner than the next refresh, open a support ticket and we'll spin a one-off pull.