AI Visibility Scorecard
Scaled Agile DevOps Maturity Framework
scaledagiledevops.com · Education
Somewhat visible. AI bots can read Scaled Agile DevOps Maturity Framework, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#9,957 of 936,946 in Education for AI visibility
7
AEO Visibility
iVisible · 6.8/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Scaled Agile DevOps Maturity Framework
from our crawl and measurement
"Enterprise DevOps transformation without the risk of culture change!." That is how Scaled Agile DevOps Maturity Framework introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is structured data describing the business and a clearly stated business identity.
Off the page, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
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
Fair
Forum and community discussion.
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 6.8/10, Scaled Agile DevOps Maturity Framework has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why another scaling framework?
We know that transforming into a DevOps organization is hard. Many people will tell you there will be fundamental changes required in how everything in your organization works. At Scaled Agile DevOps, we believe there is another way.
Is this your brand?
The exact fixes for Scaled Agile DevOps Maturity Framework
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/scaledagiledevops
Cite this score: Engagemii (2026). "AEO Score for Scaled Agile DevOps Maturity Framework." Retrieved from https://engagemii.com/aeo/brands/scaledagiledevops
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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