AI Visibility Scorecard
Celestial Ventures Sdn. Bhd
celestialmy.com · Manufacturing & Industrial
At 1.9/10, Celestial Ventures Sdn. Bhd is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#192,499 of 268,596 in Manufacturing & Industrial for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 34% of Manufacturing & Industrial companies
2
AEO Visibility
iNear-invisible · 1.9/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Celestial Ventures Sdn. Bhd
from our crawl and measurement
OEM Cooking Oil Manufacturer Malaysia is a Johor, Johor business whose own site puts it this way: "Celestial Ventures, based in Johor, Malaysia, is a certified OEM edible oil packer and global supplier delivering high-quality, Halal-certified edible oils worldwide." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.9 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 1.9/10, Celestial Ventures Sdn. Bhd is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT IS OUR SERVICE?
End-to-End Oil Supply Solutions At Celestial Ventures, we are committed to delivering exceptional service and premium quality edible oils to clients worldwide. With over 25 years of expertise, our services are designed to meet the needs of global markets with flexibility, efficiency, and consistency.
WHAT IS OUR PRODUCTS?
Quality Oils for Every Need At Celestial Ventures, we offer a wide range of high-quality edible oils to meet the demands of both retail and industrial markets. All our products are carefully processed, Halal certified, and manufactured under strict ISO:22000 and HACCP standards.
Is this your brand?
The exact fixes for Celestial Ventures Sdn. Bhd
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/celestialmy
Cite this score: Engagemii (2026). "AEO Score for Celestial Ventures Sdn. Bhd." Retrieved from https://engagemii.com/aeo/brands/celestialmy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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