AI Visibility Scorecard
Michele Beckwith | MB Digital Group
mbdigitalgroup.com · Education
Borderline visible. AI bots can crawl Michele Beckwith | MB Digital Group, 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 1 times
Claude
#349,045 of 936,963 in Education for AI visibility
5
AEO Visibility
iBorderline · 5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Michele Beckwith | MB Digital Group
from our crawl and measurement
Michele Beckwith describes itself simply: "The space between strategy and execution, the coordination, the processes, and the follow-through that turn ideas into done." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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 5/10, Michele Beckwith | MB Digital Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Michele Beckwith | MB Digital Group
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbdigitalgroup
Cite this score: Engagemii (2026). "AEO Score for Michele Beckwith | MB Digital Group." Retrieved from https://engagemii.com/aeo/brands/mbdigitalgroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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