AI Visibility Scorecard
MentX
mentx.com · Other
Borderline visible. AI bots can crawl MentX, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About MentX
from our crawl and measurement
"测试环境 解决方案 开放平台 注册 登录 English 解决方案 › 开放平台 › 注册 › 医启诊, 您的 AI 全科诊疗参谋 多模态医学循证，决策更安心。整合全球最新临床指南与海量病历数据。 立即体验 扫码使用微信小程序 医启诊, 您的 AI 全科诊疗参谋 多模态医学循证，决策更安心 症状智能关联分析 影像精准解读 报告综合研判 立即体验 核心论点: 血管介入." That is how MentX introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, MentX is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MentX
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MentX.
Source & Attribution
Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mentx
Cite this score: Engagemii (2026). "AEO Score for MentX." Retrieved from https://engagemii.com/aeo/brands/mentx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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