AI Visibility Scorecard
Annin Robotics
anninrobotics.com · Education
Borderline visible. AI bots can crawl Annin Robotics, 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 8 times
Claude · Apple Intelligence · Meta AI · ChatGPT
#78,731 of 937,766 in Education for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Education average 14
Top 12% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Education average 13
See what's behind this score →0
About Annin Robotics
from our crawl and measurement
Annin Robotics describes itself simply: "Open-source 6-axis robots you can build yourself. The AR4-MK5 is a desk-sized industrial arm for schools, shops, and makers." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Annin Robotics
- Website ·
- anninrobotics.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Fair
Social discussion and mentions.
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 4.6/10, Annin Robotics is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to build your AR4?
The combo is the core of the arm. Motors, a gripper, and covers finish it. Print the covers, or buy a finished set.01Combo02Motors03Gripper04CoversShop the kitRobot kits
Is this your brand?
The exact fixes for Annin Robotics
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/anninrobotics
Cite this score: Engagemii (2026). "AEO Score for Annin Robotics." Retrieved from https://engagemii.com/aeo/brands/anninrobotics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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