manzas.io — AI Search Visibility Report
Overall score: 68/100
AI search visibility analysis for manzas.io. LLMao scored manzas.io 68/100 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 clear and professional. Jargon is used but generally contextualized within the procurement niche.
- schema_markup: 100/100 — The Schema.org Markup has been significantly improved. JSON-LD is now present, comprehensive, valid, and complete, covering core schemas and relevant content schemas. This is a substantial improvement from the previous assessment where no JSON-LD was detected.
- authority_trust: 60/100 — Strong social proof with enterprise logos and clear security/compliance sections, but lacks individual author credentials and detailed trust pages.
- citation_sources: 20/100 — The site makes several technical and security claims without linking to external primary sources or standards for verification.
- content_freshness: 50/100 — Copyright is current (2026), but there are no specific publication or modification dates on the content to signal active maintenance.
- content_structure: 90/100 — Excellent use of semantic HTML and clear heading hierarchy. The page is well-organized for both humans and crawlers.
- entity_definition: 50/100 — Brand consistency is high, but the site lacks a dedicated About page and Person entities for leadership.
- technical_accessibility: 75/100 — Good meta descriptions and social meta tags are present. Content is largely accessible, though AI-specific crawler directives are unknown.
Top recommendations
- Add JSON-LD Structured Data (Schema.org Markup): Implement JSON-LD schema for Organization, WebSite, and FAQPage. LLMs rely on structured data to verify entity facts and populate knowledge graphs.
- Establish Author E-E-A-T (Authority & Trust Signals): Add author bylines with links to LinkedIn or bio pages for blog content. LLMs prioritize content with verifiable human expertise (E-E-A-T).
- Add Authoritative Outbound Citations (Citation & Source Quality): Include outbound links to industry standards (GDPR, AES-256 specs) and cite procurement statistics to ground claims in external reality.
- Optimize robots.txt for AI Crawlers (Technical Accessibility): Create a robots.txt file that explicitly allows GPTBot, ClaudeBot, and PerplexityBot to ensure full indexing by LLM crawlers.
- Strengthen Entity Definition (Entity Definition): Expand the 'About' section to include company history, leadership names, and physical headquarters to strengthen the brand entity.