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AI Visibility Scorecard
Quantum Mads
quantum-mads.com · Technology
Somewhat visible. AI bots can read Quantum Mads, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#112,245 of 2,637,789 in Technology for AI visibility
6.4
/10
AEO Score
About Quantum Mads
from our crawl and measurement
"Aims to analyze the intrinsic dynamics of complex industrial systems, creating innovative and hardware agnostic solutions. Quantum Mads." That is how Quantum Mads introduces itself. Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.4/10, Quantum Mads has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Quantum Mads
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/quantum-mads
Cite this score: Engagemii (2026). "AEO Score for Quantum Mads." Retrieved from https://engagemii.com/aeo/brands/quantum-mads
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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