AI Visibility Scorecard
MDS Global
mdsglobal.com · Technology
Somewhat visible. AI bots can read MDS Global, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Amazon Alexa · Meta AI
#126,532 of 2,707,444 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
8
AI Adoption
iBasic · 8/100
About MDS Global
from our crawl and measurement
"Welcome to MDS Global. We offer industry-leading Business Support Systems (BSS) to MVNOs, MVNEs, and Network Operators." That is how MDS Global introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity and a few credibility markers.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 6.1/10, MDS Global has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
Become a partner MVNO Expertise We deeply understand BSS and what is required to be a successful MVNO. MDS Global was originally Europe’s largest B2B MVNO and a pioneering force in BSS, before the mobile customer base was sold to enable us to focus on BSS technology development since 1997. Complex Billing We are recognised as the market-leader in the most complex billing scenarios.
Is this your brand?
The exact fixes for MDS Global
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdsglobal
Cite this score: Engagemii (2026). "AEO Score for MDS Global." Retrieved from https://engagemii.com/aeo/brands/mdsglobal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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