Common traps
The short list
Avoiding a faulty website field
One rule
The accurate record
Left undone
What to keep
At the same time, resist the urge to vary the business name for keywords; consistency beats cleverness here.
Linked profiles
Owners routinely spot click-through rate moving before they spot the ranking change itself. The comparison occurs field by field, which is why conflicting category choices does more damage than it looks, give or take a reporting cycle.
The finish line isn't perfection; it's a profile that no one has to argue with. By contrast, disagreement between sources forces voice assistants to guess, and a guess is rarely favourable. Brand mentions are less a marketing channel than a data layer under one. A higher conversion rate tends to follow within gradually rather than overnight of a serious clean-up.
In the main, once a contradiction enters the aggregator layer it tends to resurface months later. Every entry in a directory is a slight claim about who {entity_s} is and where it trades, and the same holds at scale. Keep the record carefully maintained, revisit it before each campaign, and most local problems solve themselves. In most cases, a neat citation profile makes every other local effort work harder.