AI Visibility Scorecard
Disruption Factory
disruptionfactory.org · Nonprofits
Borderline visible. AI bots can crawl Disruption Factory, 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 4 times
Claude · Meta AI · ShapBot
#326,668 of 827,220 in Nonprofits for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
24
AI Adoption
iBasic · 24/100
About Disruption Factory
from our crawl and measurement
Disruption Factory is a business whose own site puts it this way: "High Standard Certifications for Disruptive Professionals. We believe that many transformation and innovation initiatives fail not because the approaches are wrong, but because the people." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
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
Strong
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.
Off-page authority
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.
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, Disruption Factory is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Disruption?
Disruption is the act of interrupting the norm and breaking away from established patterns. It's about pushing boundaries and challenging the status quo. We believe that transformation and innovation initiatives should prioritize people and relationships while boldly disrupting entrenched ways of thinking and doing.
Why The Disruption Factory?
We don't just certify knowledge; we recognize those who dare to challenge the status quo. Our certification exams focus on real-world scenarios, and only those who demonstrate the disruptive mindset needed for genuine innovation can pass. Our Disrupting Members are trailblazers, unafraid to break convention, rewrite the rules, and forge a new path towards a brighter future.
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The exact fixes for Disruption Factory
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/disruptionfactory-org
Cite this score: Engagemii (2026). "AEO Score for Disruption Factory." Retrieved from https://engagemii.com/aeo/brands/disruptionfactory-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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