AI Visibility Scorecard
DevOps resource center
engineering.microsoft.com · Technology
Borderline visible. AI bots can crawl DevOps resource center, 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 17 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#566,205 of 2,705,857 in Technology for AI visibility
9
AI Naming Predictability
iRarely named · 9/100
More likely to be named than 92% of Technology companies
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About DevOps resource center
from our crawl and measurement
DevOps resource center describes itself simply: "Learn about DevOps practices, Git version control, Agile methods, and DevOps at Microsoft." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, DevOps resource center is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DevOps resource center
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineering-microsoft
Cite this score: Engagemii (2026). "AEO Score for DevOps resource center." Retrieved from https://engagemii.com/aeo/brands/engineering-microsoft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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