Unstructured Citations for AI Visibility in Healthcare Local SEO
When most people hear the word citation, they think of structured business listings. But clinics are also mentioned in places that are not traditional directories: local articles, provider references, community pages, association mentions, event pages, and other off-site content.
Most Common Citation Gaps Found in Clinic SEO Audits
The most damaging citation gaps in clinic SEO audits are not always dramatic. Often, they are small inconsistencies that compound across listings until the clinic's trust profile starts to look unstable.
Average Google Review Counts by Clinic Specialty
Average Google review counts by clinic specialty can be useful, but only when clinics read them the right way. A raw review number on its own does not explain whether a practice is competitive, trusted, or locally visible enough to win more patients.
Clinic Local Search Ranking Factors 2026: Curex Visibility Model
Clinic local search rankings are shaped most by profile clarity, review strength, page relevance, listings consistency, and conversion-supporting trust signals working together.