Frequently Asked Questions

AI visibility refers to how frequently and accurately your healthcare organization appears in responses generated by AI search platforms like ChatGPT, Google Gemini, Perplexity, and Claude. When patients ask these tools to recommend a cardiologist, explain a treatment option, or find a clinic near them, AI systems construct answers from content they trust and cite. If your organization doesn't appear in those answers, you're invisible to a growing segment of patients who now begin their healthcare journey with an AI assistant rather than a traditional search engine. AI visibility is measured through citation frequency, answer inclusion rate, and the accuracy of how AI systems represent your organization.

When a patient asks an AI assistant to find a medical practice, the AI system searches its training data and, in retrieval-augmented systems, live web content to construct an answer. It evaluates candidate sources for trustworthiness, topical authority, and entity clarity. A medical practice that has clear structured data identifying its type, specialties, providers, and locations gives AI systems the signals needed to include it in a relevant answer. Practices with strong E-E-A-T signals, comprehensive FAQ content, and properly implemented schema markup are cited significantly more often than practices with thin or unstructured web presences. The AI is essentially deciding which practices it trusts enough to recommend, and that decision is influenced by the same signals that Google uses to evaluate healthcare content quality.

Structured data is machine-readable markup added to your website that tells search engines and AI systems exactly what your content means. Instead of leaving AI tools to guess what your organization does, structured data uses the schema.org vocabulary to state it explicitly: your organization is a MedicalOrganization, your providers are Physicians with specific MedicalSpecialties, your locations have precise addresses and hours, and your service pages address specific MedicalConditions and MedicalProcedures. This clarity makes your website significantly easier for AI systems to understand, index, and cite. Healthcare organizations that implement comprehensive, accurate structured data see measurably higher AI citation rates than those without it.

The assessment process takes 5 business days from the time we receive your information and confirm the engagement. You'll receive your full report within that window. For Professional and Enterprise tier assessments, a follow-up Q&A session is scheduled after report delivery to walk through findings and prioritize next steps. Rush delivery can be arranged for Enterprise clients on request.

The AI Visibility Assessment covers your current presence across major AI search platforms (ChatGPT, Gemini, Perplexity, and others), a complete review of your website's structured data implementation, an evaluation of content trust signals against E-E-A-T standards, a competitor visibility comparison (included in Professional and Enterprise tiers), identification of content gaps most likely to limit AI citation eligibility, and a prioritized action plan with specific implementation recommendations. Professional and Enterprise tiers also include a follow-up implementation session. The Starter tier provides a focused snapshot with your top 10 priority actions.

Traditional SEO optimizes your website to rank highly in search engine results pages so users see your link and click through to your site. AI visibility optimizes your organization to be cited within AI-generated answers, where users receive a synthesized response and may not visit your website at all. The signals that drive AI citation are related to but distinct from traditional ranking signals. AI systems weight entity clarity, structured data completeness, content trust signals, and topical authority more heavily than they weight keyword density or backlink volume. Healthcare organizations with strong traditional SEO have a head start but still need to adapt their content and technical implementation for the AI citation environment. The measurement approach also differs: AI visibility requires monitoring citation frequency and answer accuracy across multiple platforms rather than tracking keyword rankings.