Ran the CSV through our deduper first. Sample matched live data when I spot-checked random rows. Bought it to handle ai solution provider lead-gen for the United States region. Acceptable trade-off at this price.
Worked for what we needed. Cross-checked 50 entries against Google Maps and 47 matched cleanly. Bought it for ai solution provider prospecting across United States. Minor cleanup needed but nothing major.
Loaded the file the morning we got it. Connect rate jumped noticeably once we filtered by category. Bought it while building a ai solution provider prospecting workflow for United States. Money well spent.
Solid file overall. Connect rate jumped noticeably once we filtered by category. Bought it to scope a United States territory in the ai solution provider segment. One column I'd add next refresh: secondary email.