AI Visibility Scorecard
cmdz
· Technology
Somewhat visible. AI bots can read cmdz, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#668,626 of 2,707,180 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 44% of Technology companies
5
AEO Visibility
iBorderline · 5.2/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
17
AI Adoption
iBasic · 17/100
About cmdz
from our crawl and measurement
cmdz.com is a Rotterdam business whose own site puts it this way: "cmdz is hosting for people who build with AI. You buy credit upfront and can only ever spend what you have already paid, no invoice afterwards, no debt, no bill shock." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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 5.2/10, cmdz has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What does your app cost?
You pay for what you use, out of credit you bought first. One thousand credits is one euro, and every line — including outbound traffic — has a number next to it.
Is this your brand?
The exact fixes for cmdz
Which AI engines already crawl you
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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 cmdz.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmdz
Cite this score: Engagemii (2026). "AEO Score for cmdz." Retrieved from https://engagemii.com/aeo/brands/cmdz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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