AI Visibility Scorecard
Docker
goto.docker.com · Technology
Somewhat visible. AI bots can read Docker, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Claude · Meta AI · Apple Intelligence · ShapBot
#200,146 of 2,706,160 in Technology for AI visibility
20
AI Naming Predictability
iNamed occasionally · 20/100
More likely to be named than 95% of Technology companies
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
12
AI Adoption
iBasic · 12/100
About Docker
from our crawl and measurement
Docker is a business whose own site puts it this way: "Docker is a platform designed to help developers build, share, and run container applications. We handle the tedious setup, so you can focus on the code." 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 structured data on the page (Corporation, WebSite, WebPage), a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
AI crawlers have visited the site 4 times 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
Strong
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
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
Weak
No press coverage found yet.
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, Docker has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Docker
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/goto-docker
Cite this score: Engagemii (2026). "AEO Score for Docker." Retrieved from https://engagemii.com/aeo/brands/goto-docker
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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