AI Visibility Scorecard
Contributor License Agreement
cla.opensource.microsoft.com · Nonprofits
Somewhat visible. AI bots can read Contributor License Agreement, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 35 times
Meta AI · Claude · Perplexity · ChatGPT
#9,272 of 827,220 in Nonprofits for AI visibility
26
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Contributor License Agreement
from our crawl and measurement
"skip to contentReturn to homepageGet involvedProjectsEcosystemOur programBlogJobsContributor License AgreementsWe appreciate community contributions to Microsoft repositories." That is how Contributor License Agreement introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 33 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 5.2/10, Contributor License Agreement has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Contributor License Agreement
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cla-opensource-microsoft
Cite this score: Engagemii (2026). "AEO Score for Contributor License Agreement." Retrieved from https://engagemii.com/aeo/brands/cla-opensource-microsoft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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