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AI Visibility Scorecard
in2eng.com · information technology and services
Borderline visible. AI bots can crawl In2Design, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#660,375 of 714,973 in Healthcare for AI visibility
3.1
/10
AEO Score
from our crawl and measurement
In2Design is a business whose own site puts it this way: "We specialize in Medical Device Design, Electo-mechanical engineering, Manufacturing Systems and Industrial equipment." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
On its own pages the site does well on a clearly stated business identity. It is passable on some structured data, a workable page structure and basic crawler access. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 86 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2020.
Higher is better · 0-10
Structured Data
5
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 3.1/10, In2Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for In2Design
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/in2eng
Cite this score: Engagemii (2026). "AEO Score for In2Design." Retrieved from https://engagemii.com/aeo/brands/in2eng
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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