AI Visibility Scorecard
MING Labs
intentnativecx.com · Manufacturing & Industrial
Somewhat visible. AI bots can read MING Labs, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#61,645 of 268,147 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
12
AI Adoption
iBasic · 12/100
About MING Labs
from our crawl and measurement
"Customer experience that compounds context from first click to final sale, where every touchpoint reads what's known and writes what it learns, so customers never repeat themselves." That is how MING Labs introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, DefinedTerm, Article), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.3/10, MING Labs has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is MING Labs?
Founded 2010. Berlin, Munich, Shanghai. Fifteen years building digital products for enterprise. Today, every project is AI-first. We're not a big agency — fifteen people who've worked together for years, building things that ship. 15 Years 50+ Enterprise clients 40+ Ventures built
Is this your brand?
The exact fixes for MING Labs
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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.
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Source & Attribution
Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/intentnativecx
Cite this score: Engagemii (2026). "AEO Score for MING Labs." Retrieved from https://engagemii.com/aeo/brands/intentnativecx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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