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AI Visibility Scorecard
docs.orbstack.dev · Technology
Somewhat visible. AI bots can read What is OrbStack? · OrbStack Docs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Apple Intelligence
#56,665 of 2,637,498 in Technology for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
What is OrbStack? · OrbStack Docs describes itself simply: "Run containers and Linux machines ultra-fast with minimal resources. Effortlessly manage Docker, Kubernetes, or Linux distros in one simple app." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
7
Forum and community discussion.
Social Mentions
6
Social discussion and mentions.
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 6.7/10, What is OrbStack? · OrbStack Docs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for What is OrbStack? · OrbStack Docs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-orbstack-dev
Cite this score: Engagemii (2026). "AEO Score for What is OrbStack? · OrbStack Docs." Retrieved from https://engagemii.com/aeo/brands/docs-orbstack-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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