AI Visibility Scorecard
CFEngine Build
build.cfengine.com · Technology
Somewhat visible. AI bots can read CFEngine Build, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#194,431 of 2,705,506 in Technology for AI visibility
46
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About CFEngine Build
from our crawl and measurement
build.cfengine.com is a business whose own site puts it this way: "With CFEngine Build you can automate more, with less effort." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
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
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
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 5.2/10, CFEngine Build has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
New to CFEngine?
If you're new to CFEngine and the concept of modules, we recommend the following resources to get you started.
Is this your brand?
The exact fixes for CFEngine Build
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CFEngine Build.
Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/build-cfengine
Cite this score: Engagemii (2026). "AEO Score for CFEngine Build." Retrieved from https://engagemii.com/aeo/brands/build-cfengine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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