AI Visibility Scorecard
Arkacia.com
opensourcellm.com · Technology
Borderline visible. AI bots can crawl Arkacia.com, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude
#1,515,841 of 2,704,127 in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →3.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →4
About Arkacia.com
from our crawl and measurement
Arkacia.com describes itself simply: "Open Source LLMs are a type of code that anyone can access and build on, with no restrictions. It is part of the sharing community of the internet and an important factor in...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Arkacia.com
- Website ·
- opensourcellm.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 on-page 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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 read your site and name it in answers. At 3.8/10, Arkacia.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Open Source LLM's?
Open source software is the ultimate catalyst for AI acceleration, shifting development from isolated labs into a global, collective ecosystem. For large language models, open-source frameworks allow thousands of independent developers to audit code, optimize weights, and pioneer hyper-efficient training techniques.
Is this your brand?
The exact fixes for Arkacia.com
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opensourcellm
Cite this score: Engagemii (2026). "AEO Score for Arkacia.com." Retrieved from https://engagemii.com/aeo/brands/opensourcellm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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