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A dentist whose description reads "Family dental expert offering cleansings, lightening, veneers, and pediatric care" will match more discovery questions than one that checks out "Your trusted local dental professional". The most intricate aspect. Includes backlink profile of the linked site, citations across the local-citation graph (Yelp, TripAdvisor, BBB, market directories), review count, review speed, review sentiment, and offline brand name recognition (news mentions, sponsorships).

A separate sub-signal that Google has significantly weighted. Profiles receiving fresh reviews every week outrank otherwise-equivalent profiles whose latest evaluation is 3 months old. Cadence matters more than volume at the margin. Tie evaluation demands to a functional milestone (service conclusion, shipment, follow-up call) so the cadence is automated instead of campaign-driven.
[target2:anchor_exact1]Suite numbers formatted in a different way, a mix of 555-1234 and (555) 123-4321, a legacy "LLC" suffix on some directories and not others each inconsistency makes Google somewhat less positive about the entity. Run a citation audit with Moz Resident, BrightLocal, or Semrush Listing Management and fix the top 20 highest-authority disparities quarterly.

Profiles with rich grounding material (in-depth evaluations, substantive products, connected service pages) are cited inside Overviews; thin profiles are excluded. Everything above still applies when you run one profile.
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