AI Visibility Scorecard
MD®
md-factor.com · Healthcare
Well-positioned for AI search. The breakdown below shows where MD® is still leaving points on the table.
AI engines read this profile 11 times
Meta AI · Claude · ChatGPT · Perplexity
#986 of 923,684 in Healthcare for AI visibility
7
AEO Visibility
iVisible · 7.3/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About MD®
from our crawl and measurement
md-factor.com is a San Mateo, CA business whose own site puts it this way: "Founder video featuring Dr. Susan Lin, M.D., explaining the mission of clinical excellence and the physician-led development of MD Lash Factor®, MD Hair™, MD Skin™, and MD Wellness™." Measured against the twelve signals AI engines rely on, it scores 7.3 out of 10, a strong showing.
Our crawl found structured data on the page (VideoObject, Organization, Person), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). By its own structured data it is a medical business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 7.3/10, MD® has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MD®
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The AEO Checklist Every Small Business Owner Needs Right Now
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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MD® lists 36 products, 33 in stock, priced 15.00 to 240.00.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/md-factor
Cite this score: Engagemii (2026). "AEO Score for MD®." Retrieved from https://engagemii.com/aeo/brands/md-factor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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