AI Visibility Scorecard
maci.com · Healthcare
Somewhat visible. AI bots can read MACI (autologous cultured chondrocytes on porcine collagen membrane), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#37,318 of 923,537 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
MACI (autologous cultured chondrocytes on porcine collagen membrane) describes itself simply: "MACI knee cartilage repair that uses your own cells. Regenerate the life you love. Ask your doctor if MACI is right for you." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. 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.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 6.2/10, MACI (autologous cultured chondrocytes on porcine collagen membrane) has a working base to build on - fixable, and the signals above are where to start.
Wondering what’s next for you?
Cartilage damage doesn’t heal on its own. In fact, it can get worse over time.1 Talk to your doctor and see for yourself how MACI could help you overcome your knee pain. A MACI specialist will repair your knee cartilage by using your own cells to create durable repair tissue that may reduce pain*1, improve function*1, and provide lasting results†1.
Are you ready to learn more about your knee pain?
Talk to your doctor and consider the options below: Get more insights into knee pain and check out the cartilage damage simulator.
Is this your brand?
The exact fixes for MACI (autologous cultured chondrocytes on porcine collagen membrane)
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/maci
Cite this score: Engagemii (2026). "AEO Score for MACI (autologous cultured chondrocytes on porcine collagen membrane)." Retrieved from https://engagemii.com/aeo/brands/maci
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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