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Data quality
What "good" actually looks like in a merchant list — and how lists decay between buys.

Data qualityUK merchant data
Selling To UK Restaurants: A Data Layer Problem
The standard B2B sales stack assumes buyers live on LinkedIn. UK hospitality owner/operators don't. The numbers on what that costs vendors trying to sell into the sector.
Shad Osman··3 min read