Decent dataset for the price. Connect rate jumped noticeably once we filtered by category. Bought it for our pretzelmaker restaurant locations canada outreach in Canada. Minor cleanup needed but nothing major.
Ran the CSV through our deduper first. Website URLs were populated for ~80% of rows, far better than the competition. Couple of small gaps but workable.
Onboarded a junior with this dataset. The phone column was live for 95% of the rows I tested. Bought it as part of a wider pretzelmaker restaurant locations canada expansion into Canada. Genuinely useful.
Got it for a territory planning project. Address quality is the strongest column in the file. Bought it to map pretzelmaker restaurant locations canada density across Canada. Worth the price.