Pulled the trigger after reading the row count. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to handle kitchen remodeling contractor lead-gen for the United Kingdom region. Renewed for another quarter already.
Solid file overall. Connect rate jumped noticeably once we filtered by category. Bought it to map kitchen remodeling contractor density across United Kingdom. Workable, the LinkedIn coverage could be better.