AI search visibility report ยท 2026-06-05
How AI assistants see mistral.ai
mistral.ai has an AI visibility score of 44/100. The site passed 15 of 34 tests. Its strongest areas are Readability and Technical Accessibility. The areas to improve are Content Freshness and Schema.org Markup.
How ChatGPT, Claude and Perplexity read mistral.ai
Readability100/100
Result: strong. 4 of 4 tests passed.
Excellent readability scores and sentence length, making content highly accessible to LLMs.
Schema.org Markup0/100
Result: weak. 0 of 5 tests passed.
Complete absence of JSON-LD schema markup, a major missed opportunity for LLM indexing.
Authority & Trust Signals40/100
Result: weak. 2 of 5 tests passed.
Strong brand presence and social proof via enterprise logos, but lacks granular author credentials and publication dates.
Citation & Source Quality12/100
Result: weak. 0 of 4 tests passed.
Lacks inline citations and links to authoritative external research or data sources.
Content Freshness0/100
Result: weak. 0 of 4 tests passed.
No machine-readable or visible publication/modification dates found on the homepage.
Content Structure68/100
Result: average. 3 of 4 tests passed.
Good use of semantic HTML sections, but heading hierarchy is inconsistent and paragraph structure is fragmented.
Entity Definition43/100
Result: weak. 2 of 4 tests passed.
Clear brand identity and About page, but lacks Person schema for researchers and technical term definitions.
Technical Accessibility100/100
Result: strong. 4 of 4 tests passed.
Perfect technical setup for AI crawlers with full meta tags and JS-independent content.
How mistral.ai can improve its AI visibility
- Add JSON-LD Schema Markup (high priority)
- Implement Content Dating Signals (high priority)
- Enhance Author Identification (medium priority)
- Add Authoritative Outbound Citations (medium priority)
- Optimize Heading Hierarchy (low priority)
How mistral.ai compares to its competitors
- OpenAI (openai.com) โ score 52/100
- Anthropic (anthropic.com) โ score 36/100
- Cohere (cohere.com) โ score 57/100
- Google DeepMind (google.com)