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AI Visibility Scorecard
Contributor Covenant
contributor-covenant.org · Nonprofits
Somewhat visible. AI bots can read Contributor Covenant, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#9,351 of 621,863 in Nonprofits for AI visibility
6.6
/10
AEO Score
About Contributor Covenant
from our crawl and measurement
"Contributor Covenant Contributor Covenant: A Code of Conduct for Digital Communities Contributor Covenant is the most widely adopted open source code of conduct in the world." That is how Contributor Covenant introduces itself. Its AI visibility score is 6.6 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. It is passable on a few credibility markers and basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow and structured data describing the business.
Off the page, other sites link to it and the domain reads as established. There is some, but not much, sign that press coverage is thin and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and it does not come up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
4
Forum and community discussion.
0
No Reddit mentions 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 6.6/10, Contributor Covenant 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 Covenant
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Weekly ChatGPT & Claude citation tracking
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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/contributor-covenant-org
Cite this score: Engagemii (2026). "AEO Score for Contributor Covenant." Retrieved from https://engagemii.com/aeo/brands/contributor-covenant-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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