Field-tested by my team. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for a United States mazda collision network locations market-sizing project. Connect rate could have been higher with cleaner mobile numbers.
Good to know what worked and what didn't, we hear you on the gaps — the next monthly refresh tightens those exact columns. If you want the gaps fixed sooner than the next refresh, open a support ticket and we'll spin a one-off pull.