Bought a sample first. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to handle united states associated supermarkets st lead-gen for the United States region. Saved us hours of manual cleanup.
Thank you for the kind review, always good to hear from buyers using the file for real outreach. Happy to fast-track a custom segment if you ever need one.