AI Visibility Scorecard
Scrum@Scale Framework
scrumatscale.com · Education
Somewhat visible. AI bots can read Scrum@Scale Framework, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Perplexity
#91,824 of 936,982 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Scrum@Scale Framework
from our crawl and measurement
Scrum@Scale Framework is a Broadway Cambridge, MA business whose own site puts it this way: "The Scrum@Scale framework was created by Dr. Jeff Sutherland, co-creator of Scrum. Scrum@Scale naturally extends the core Scrum framework." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing 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
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.9/10, Scrum@Scale Framework has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Scrum@Scale?
Scrum@Scale naturally extends the core Scrum framework to deliver better results organization-wide. Scrum@Scale has helped networks of teams across industries and disciplines to address complex problems, while creatively delivering products and services of the highest possible value. Read More We Know That the Risk Is High The pain of decision latency is costly. The pain of course-correcting is palpable.
Is this your brand?
The exact fixes for Scrum@Scale Framework
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scrumatscale
Cite this score: Engagemii (2026). "AEO Score for Scrum@Scale Framework." Retrieved from https://engagemii.com/aeo/brands/scrumatscale
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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