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AI Visibility Scorecard
MBLEx Guide
mblexguide.com · Education
Somewhat visible. AI bots can read MBLEx Guide, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#38,477 of 891,910 in Education for AI visibility
6.5
/10
AEO Score
About MBLEx Guide
from our crawl and measurement
"Prepare for the MBLEx massage licensing exam with practice tests, a complete prep course, flashcards, and study notes. Over 4,200 questions with answer rationales." That is how MBLEx Guide introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 6 signals AI reads
Higher is better · 0-10
Structured Data
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
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 6.5/10, MBLEx Guide has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the MBLEx?
The MBLEx (Massage and Bodywork Licensing Exam) is a competency exam developed by the Federation of State Massage Therapy Boards (FSMTB). It is used as part of the massage therapy licensing process in 46 of the 49 regulated jurisdictions in the United States.
What does the MBLEx cover?
The MBLEx covers seven content areas based on the FSMTB Content Outline: Anatomy & Physiology, Kinesiology, Pathology and Contraindications, Benefits and Effects of Soft Tissue Manipulation, Client Assessment Reassessment and Treatment Planning, Ethics Boundaries Laws and Regulations, and Guidelines for Professional Practice.
How much does the MBLEx cost?
The MBLEx exam fee is $265 per attempt, paid directly to the FSMTB when you schedule your exam. If you do not pass, you must wait 30 days before retaking the exam and pay the full $265 fee again.
What is the MBLEx pass rate?
According to the FSMTB 2025 Annual Report, the first-time MBLEx pass rate is 70.4%, based on 17,160 candidates tested between July 2024 and June 2025. The retake pass rate is significantly lower at 37.8%.
How should I study for the MBLEx?
Start by creating a study plan that covers all seven content areas on the exam. Focus on active study methods like practice tests and quizzes rather than passively rereading notes.
Is this your brand?
The exact fixes for MBLEx Guide
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mblexguide
Cite this score: Engagemii (2026). "AEO Score for MBLEx Guide." Retrieved from https://engagemii.com/aeo/brands/mblexguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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