AI Visibility Scorecard
cbdmnet.org
cbdmnet.org · Education
Borderline visible. AI bots can crawl cbdmnet.org, 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.
AI engines read this profile 3 times
Claude · ShapBot · Meta AI
#363,510 of 937,799 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About cbdmnet.org
from our crawl and measurement
cbdmnet.org, based in Charles, IL, describes itself simply: "The Certifying Board for Dietary Managers (CBDM) evaluate individuals who wish to enter, continue and/or advance in the discipline of managing food service operations through a." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4/10, cbdmnet.org is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are You Eligible to Sit For the CDM, CFPP Credentialing Exam?
Individuals who meet education and work experience requirements for a current pathway of eligibility may be eligible to sit for the CDM, CFPP Credentialing Exam.
Is this your brand?
The exact fixes for cbdmnet.org
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for cbdmnet.org.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cbdmnet-org
Cite this score: Engagemii (2026). "AEO Score for cbdmnet.org." Retrieved from https://engagemii.com/aeo/brands/cbdmnet-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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