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AI Visibility Scorecard
devroyeinstruments.com · Healthcare
Somewhat visible. AI bots can read Devroye Instruments, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#40,872 of 741,004 in Healthcare for AI visibility
6.1
/10
AEO Score
from our crawl and measurement
Devroye Instruments is a business whose own site puts it this way: "Your logo can also be added on the handpieces.Please note that the original color of the WAW Handpieces is champagne; the other colors are optional.Multiphase FunctionThis mode enables to." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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, Devroye Instruments has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Devroye Instruments
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devroyeinstruments
Cite this score: Engagemii (2026). "AEO Score for Devroye Instruments." Retrieved from https://engagemii.com/aeo/brands/devroyeinstruments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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