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AI Visibility Scorecard
Mass Diagnostics
massdx.com · Healthcare
Borderline visible. AI bots can crawl Mass Diagnostics, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#325,687 of 816,720 in Healthcare for AI visibility
5
/10
AEO Score
About Mass Diagnostics
from our crawl and measurement
Mass Diagnostics is a business whose own site puts it this way: "Discover precise DNA testing in Egypt with Mass Diagnostics. We deliver WES, WGS, and cancer screening backed by partners from Finland." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (MedicalOrganization, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 5/10, Mass Diagnostics is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mass Diagnostics
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Mass Diagnostics.
Source & Attribution
Scored by Engagemii on August 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/massdx
Cite this score: Engagemii (2026). "AEO Score for Mass Diagnostics." Retrieved from https://engagemii.com/aeo/brands/massdx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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