novartis.com — AI Search Visibility Report
Overall score: 79/100
AI search visibility analysis for novartis.com. LLMao scored novartis.com 79/100 across 8 LLM-readiness categories including crawlability, semantic content, structured data, authority signals, and answer-engine clarity.
Analyzed URL
Category breakdown
- readability: 80/100 — Professional and clear, though some medical jargon is present without immediate definitions.
- schema_markup: 75/100 — Solid JSON-LD implementation for Organization and WebSite, but lacks specific medical or article schemas.
- authority_trust: 80/100 — Strong corporate trust signals with clear contact info and trust pages, but lacks individual author credentials on the homepage.
- citation_sources: 75/100 — High quality primary source attribution, though inline citations for specific medical claims could be more explicit.
- content_freshness: 60/100 — Metadata indicates recent updates, but visible date stamps are missing for users and LLM extraction.
- content_structure: 85/100 — Excellent use of semantic HTML and clear organization, though heading hierarchy could be more granular.
- entity_definition: 85/100 — Very strong brand consistency and clear 'About' information, though term definitions are sparse on the homepage.
- technical_accessibility: 90/100 — Excellent technical setup with strong social meta and mobile optimization.
Top recommendations
- Add Visible Publication Dates (Content Freshness): Implement visible 'Last Updated' or 'Published' dates on the homepage and news sections to signal content recency to LLMs.
- Enhance Author/Executive Schema (Authority & Trust): Integrate Person schema for Executive Committee members directly on the homepage or linked bios to strengthen E-E-A-T.
- Expand Content-Specific Schema (Schema Markup): Add FAQPage schema for common patient/investor questions and MedicalWebPage schema to define the medical nature of the content.
- Strengthen Inline Citations (Citation & Source Quality): Include more explicit citations or links to clinical trial data and regulatory approvals (FDA/EMA) for claims made on the homepage.
- Optimize AI Crawler Access (Technical Accessibility): Ensure the robots.txt explicitly mentions and allows AI-specific crawlers like GPTBot and ClaudeBot to ensure full indexing.