AI Visibility Scorecard
Robbyant
lingbot-world.org · Technology
Borderline visible. AI bots can crawl Robbyant, 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 6 times
Meta AI · Claude · ShapBot
#873,122 of 2,704,425 in Technology for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Technology average 28
Top 23% of Technology
See what's behind this score →4
-
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 →85
Muse Index Score
iAI agent readiness
Transactable · 85/100
Technology average 17
See what's behind this score →12
About Robbyant
from our crawl and measurement
"LingBot-World is an open-source real-time interactive world model developed by Robbyant (Ant Group)." That is how LingBot-World introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Robbyant
- Website ·
- lingbot-world.org
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 4.2/10, Robbyant is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is LingBot-World?
Open-source world model by Robbyant (Ant Group) 28B Parameters 16 FPS <1s Latency 10min+ Stable 720P Output Apache 2.0 License Unlike video generation models that produce passive content, LingBot-World creates interactive worlds in real-time. Objects persist when you look away, physics behave consistently, and the world responds to your every action. Core Capabilities of LingBot-World
Is this your brand?
The exact fixes for Robbyant
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Robbyant.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lingbot-world-org
Cite this score: Engagemii (2026). "AEO Score for Robbyant." Retrieved from https://engagemii.com/aeo/brands/lingbot-world-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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