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AI Visibility Scorecard
Doccupine
doccupine.com · Technology
Somewhat visible. AI bots can read Doccupine, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI · Apple Intelligence
#464,122 of 2,654,624 in Technology for AI visibility
5.5
/10
AEO Score
About Doccupine
from our crawl and measurement
Doccupine describes itself simply: "Doccupine is the open-source, AI-ready documentation platform. Markdown and MDX, GitHub-native, with managed hosting and self-host options." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
2
Forum and community discussion.
Social Mentions
0
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 5.5/10, Doccupine has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is behind the project? What's the story?
Doccupine is built by Luan Gjokaj and Drew Strojny. Luan wanted a documentation tool that was open, well-designed, and easy to host. Nothing quite fit, so he decided to build it himself. We're a small, independent team. No VC funding, no growth-at-all-costs playbook. When you email us, you'll hear back from the founders directly.
Is this really open source? Can I run it for free on my own?
Yes, absolutely. We publish our code under the O'Saasy License because we think you should be able to read, run, and modify the software you depend on. It's the MIT license with one addition: commercial hosting rights are reserved for us. That means you can't offer a competing service hosting Doccupine. We feel that's fair.
How do I get support?
Email us at [email protected] or join our Discord at https://discord.gg/E9BufYGPhG. We're a small team so you won't be routed through a ticketing system or talk to a chatbot. You'll get a real answer from someone who actually works on the product, usually within a few hours.
Is this your brand?
The exact fixes for Doccupine
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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 Doccupine.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doccupine
Cite this score: Engagemii (2026). "AEO Score for Doccupine." Retrieved from https://engagemii.com/aeo/brands/doccupine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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