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AI Visibility Scorecard
CMAJ Group
· Healthcare
At 1.8/10, CMAJ Group is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#804,968 of 816,935 in Healthcare for AI visibility
1.8
/10
AEO Score
About CMAJ Group
from our crawl and measurement
cmajgroup.com is a business whose own site puts it this way: "Skip to main content Français CMAJ Group, a product and service offered by the CMA Group of Companies, has four publications in its portfolio." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
2
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 1.8/10, CMAJ Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CMAJ Group
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.
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Source & Attribution
Scored by Engagemii on August 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmajgroup
Cite this score: Engagemii (2026). "AEO Score for CMAJ Group." Retrieved from https://engagemii.com/aeo/brands/cmajgroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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