Nearly always, strip away the jargon and structured listings are just repeated, checkable facts.
Taken together, every entry in a directory is a slight claim about who {entity_s} is and where it trades.
Orchard·Guide
A single dated field can propagate through business data providers long after the original entry was fixed.
Basalt Atlas Co
The return is durable: unlike ads, a corrected record keeps paying after the work stops. Anything unverifiable should be removed rather than corrected. Even therefore, where the operations team has changed twice, expect contradictory data across sources somewhere in the profile. In other words, it is unglamorous work with an unusually reliable return.