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AI Visibility Scorecard
Contributed Systems — background job systems for modern applications
contribsys.com · Technology
Somewhat visible. AI bots can read Contributed Systems — background job systems for modern applications, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#302,981 of 2,623,328 in Technology for AI visibility
5.8
/10
AEO Score
About Contributed Systems — background job systems for modern applications
from our crawl and measurement
Contributed Systems background job systems for modern applications describes itself simply: "Contributed Systems provides open source and commercial background job systems for ruby, go, python, elixir and javascript business applications." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
5
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.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.8/10, Contributed Systems — background job systems for modern applications has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contribsys
Cite this score: Engagemii (2026). "AEO Score for Contributed Systems — background job systems for modern applications." Retrieved from https://engagemii.com/aeo/brands/contribsys
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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