astrazeneca.com — AI Search Visibility Report
Overall score: 74/100
AI search visibility analysis for astrazeneca.com. LLMao scored astrazeneca.com 74/100 across 8 LLM-readiness categories including crawlability, semantic content, structured data, authority signals, and answer-engine clarity.
Analyzed URL
Category breakdown
- readability: 80/100 — Content is professional and clear, though some industry jargon is used without immediate definition.
- schema_markup: 35/100 — Only basic WebSite schema is present. Missing Organization, Article, and Breadcrumb schemas.
- authority_trust: 75/100 — Strong corporate trust signals (contact info, trust pages) but lacks individual author expertise indicators for scientific articles.
- citation_sources: 50/100 — Claims are made by a reputable entity, but formal inline citations to primary data or external journals are missing in the homepage snippets.
- content_freshness: 100/100 — Excellent freshness with multiple 2026 dates and Q1 2026 results visible.
- content_structure: 85/100 — Good use of semantic HTML and clear hierarchy, though H1 usage is limited to one primary heading.
- entity_definition: 70/100 — Strong brand consistency and 'About' information, but lacks structured author identification and a glossary.
- technical_accessibility: 90/100 — Excellent meta descriptions and social meta tags. Content is accessible, though AI-specific crawler directives aren't visible.
Top recommendations
- Implement Comprehensive Entity Schema (Schema Markup): Expand JSON-LD to include Organization, Person (for leadership), and Article schemas for news items. Currently only WebSite schema is present.
- Enhance Author Authority Signals (Authority & Trust): Add explicit author bylines with links to professional biographies or LinkedIn profiles for featured articles to satisfy E-E-A-T.
- Define Technical Industry Terms (Entity Definition): Create a dedicated 'Glossary' or 'Definitions' section for complex biopharmaceutical terms used throughout the site.
- Add Formal Inline Citations (Citation & Source Quality): Include inline citations or a 'References' section for factual claims made in featured articles like 'Obesity and weight management'.
- Optimize AI Crawler Permissions (Technical Accessibility): Ensure the robots.txt explicitly mentions and allows AI-specific crawlers like GPTBot and ClaudeBot to ensure full indexing.