Resist the urge to vary the business name for keywords; consistency beats cleverness here.
Nine times out of ten, the pattern across audits is that more than half of the problems trace back to a single unclaimed profile. No one sends a warning when an abandoned profile shows up, which is why audits find it years late.
The pattern repeats: the businesses that audit as part of the monthly reporting cycle are the ones that stop worrying about it, though the size of the effect varies. A citation is any place on the web where the logo and imagery shows up for {entity_s}. The order matters: map first, then cross-confirm, and only then submit anywhere new. Thin descriptions is easy to miss because nothing visibly breaks.
Sources consulted
13% Out of date 25% Local landing pages 90% Field notes 56% A healthier enquiry pipeline
What counts as a citation is broader than most owners assume: local business records qualify too. Orphaned listings costs more in a dense market over a wide service radius than it does in a quiet one.
Map pack entries are the online records that carry the payment methods for {entity_s}. Work from the aggregators outward, because fixing a source fixes everything downstream, which is worth planning around. Nearly always, practitioner surveys show the effort scales badly if it's left until a rebrand forces it.
On balance, aggregator feeds are less a marketing channel than a data layer under one. Listing audits repeatedly show the majority of profiles carry at least one contradiction. Confirm by phone or postcode lookup, not by memory.