AI Visibility Scorecard
Arrotek | Medical Device Innovation
needletech.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Arrotek | Medical Device Innovation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#25,553 of 267,815 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Arrotek | Medical Device Innovation
from our crawl and measurement
Arrotek is a business whose own site puts it this way: "Arrotek helps MedTech startups and OEMs move from concept to commercialisation with speed and certainty. From design to prototype to scale manufacturing - all under one roof." Its AI visibility score is 5.8 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, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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 5.8/10, Arrotek | Medical Device Innovation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Arrotek | Medical Device Innovation
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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/needletech
Cite this score: Engagemii (2026). "AEO Score for Arrotek | Medical Device Innovation." Retrieved from https://engagemii.com/aeo/brands/needletech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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