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AI Visibility Scorecard
MB Optometry
mboptometry.ca · Healthcare
Somewhat visible. AI bots can read MB Optometry, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#242,074 of 737,507 in Healthcare for AI visibility
5.2
/10
AEO Score
About MB Optometry
from our crawl and measurement
"MB Optometry combines a modern eye care approach with comprehensive techniques to bring you a full-service experience that goes beyond updating your glasses and contact lens prescription." That is how MB Optometry of Ontario introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Optician, Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5.2/10, MB Optometry has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MB Optometry
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 MB Optometry.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mboptometry-ca
Cite this score: Engagemii (2026). "AEO Score for MB Optometry." Retrieved from https://engagemii.com/aeo/brands/mboptometry-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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