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AI Visibility Scorecard
Open Roberta Lab
dev.open-roberta.org · Technology
Somewhat visible. AI bots can read Open Roberta Lab, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#880,689 of 2,830,090 in Technology for AI visibility
5.1
/10
AEO Score
About Open Roberta Lab
from dev.open-roberta.org
Ctrl + R run in simulation Ctrl + M Ctrl/Cmd + S Ctrl/Cmd + Shift + S Ctrl/Cmd + E Ctrl/Cmd + I Toolbox Experte Ctrl + M Ctrl/Cmd + S Ctrl/Cmd + Shift + S Roboterinformationen Wähle deinen Roboter!
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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
5
Forum and community discussion.
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 5.1/10, Open Roberta Lab has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Open Roberta Lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/dev-open-roberta-org
Cite this score: Engagemii (2026). "AEO Score for Open Roberta Lab." Retrieved from https://engagemii.com/aeo/brands/dev-open-roberta-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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