AI Visibility Scorecard
mmf5k.com · Nonprofits
Borderline visible. AI bots can crawl Muscle Movement Fdn. Delaware Run for Strength 5k, 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 5 times
Apple Intelligence · Claude
#264,731 of 827,064 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
"This event is the largest 5k in Delaware that supports the fight against ALS, myasthenia gravis, muscular dystrophy, and additional forms of neuromuscular disease." That is how Muscle Movement Fdn. Delaware Run for Strength 5k of Wilmington, DE introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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 once in our tracking, including ClaudeBot (Anthropic).
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
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.
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, Muscle Movement Fdn. Delaware Run for Strength 5k is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmf5k
Cite this score: Engagemii (2026). "AEO Score for Muscle Movement Fdn. Delaware Run for Strength 5k." Retrieved from https://engagemii.com/aeo/brands/mmf5k
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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