AI Visibility Scorecard
CNCF
cncf.io · Technology
Well-positioned for AI search. The breakdown below shows where CNCF is still leaving points on the table.
AI engines read this profile 20 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#13 of 2,704,752 in Technology for AI visibility
100
8
AEO Visibility
iVisible · 7.7/10
-
Network Authority
iNot connected yet
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About CNCF
from our crawl and measurement
"CNCF is the vendor-neutral hub of cloud native computing, dedicated to making cloud native ubiquitous." That is how CNCF introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
Our crawl found structured data on the page (WebSite, WebPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 15 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
- Company ·
- CNCF
- Website ·
- cncf.io
- Industry ·
- Technology
- Location ·
- San Francisco, California
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Good
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 7.7/10, CNCF has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CNCF
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The AEO Checklist Every Small Business Owner Needs Right Now
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cncf-io
Cite this score: Engagemii (2026). "AEO Score for CNCF." Retrieved from https://engagemii.com/aeo/brands/cncf-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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