moz.com — AI Search Visibility Report
Overall score: 86/100
AI search visibility analysis for moz.com. LLMao scored moz.com 86/100 across 8 LLM-readiness categories including crawlability, semantic content, structured data, authority signals, and answer-engine clarity.
Analyzed URL
Category breakdown
- readability: 80/100 — High clarity and professional tone, though some industry jargon is used without immediate definition.
- schema_markup: 90/100 — Strong JSON-LD implementation including Organization, WebPage, and BreadcrumbList.
- authority_trust: 85/100 — Strong trust signals with physical addresses and social proof, but lacks structured review data.
- citation_sources: 80/100 — Claims are backed by proprietary data (44 trillion links), though external citations on the homepage are minimal.
- content_freshness: 100/100 — Excellent freshness with a 2026 modification date and current AI-focused content.
- content_structure: 88/100 — Well-organized with clear sections and semantic HTML, though some heading levels are skipped.
- entity_definition: 84/100 — Clear brand identity and Organization schema, but could benefit from more explicit term definitions.
- technical_accessibility: 92/100 — Excellent meta tags and social metadata; robots.txt is generally permissive.
Top recommendations
- Implement Review/AggregateRating Schema (Authority & Trust Signals): While Moz has strong brand trust, the homepage lacks specific customer testimonials or reviews with Review or AggregateRating schema. Adding these would improve LLM confidence in service quality.
- Add DefinedTerm Schema for Core Services (Entity Definition): The homepage mentions 'Moz' but doesn't explicitly define the term 'SEO' or 'AI Visibility' in a structured way (e.g., using DefinedTerm schema). Defining these core entities helps LLMs map the site to specific knowledge domains.
- Standardize Heading Hierarchy (Content Structure): The H1-H3 hierarchy is generally good, but some sections use H4 and H5 tags for decorative purposes rather than structural ones. Standardizing these would improve semantic parsing.
- Optimize Tabbed Content for LLM Crawlers (Technical Accessibility): Ensure that the 'AI Visibility' features are described in plain text that is easily accessible to LLM crawlers without requiring complex JS execution for the tabbed interface.