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AI Visibility Scorecard
med-techmatch.com · Healthcare
Borderline visible. AI bots can crawl Med-Tech Match, 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 3 times
Claude · Apple Intelligence
#759,581 of 839,397 in Healthcare for AI visibility
3.2
/10
AEO Score
from our crawl and measurement
Med-Tech Match describes itself simply: "Medical Device Sourcing Services. Connecting RPM companies with top medical device manufacturers to improve patient outcomes." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and a partly stated business identity. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2023.
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
6
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
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.2/10, Med-Tech Match is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Med-Tech Match
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Med-Tech Match.
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/med-techmatch
Cite this score: Engagemii (2026). "AEO Score for Med-Tech Match." Retrieved from https://engagemii.com/aeo/brands/med-techmatch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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