AI Visibility Scorecard
MOI Engineering Private Limited
moiengineering.com · Manufacturing & Industrial
At 2.29/10, MOI Engineering Private Limited is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 25% in Manufacturing & Industrial for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Manufacturing & Industrial average 14
See what's behind this score →2.29
AEO Visibility
iNear-invisible · 2.29/10
Manufacturing & Industrial average 1.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Manufacturing & Industrial average 18
See what's behind this score →0
About MOI Engineering Private Limited
from our crawl and measurement
"Leading manufacturer of industrial packaging, wrapping, and cigarette making machines since 1960. Serving 20+ countries with 26 machine models." That is how MOI Engineering Private Limited of Mohali, Punjab introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.29 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
- Company ·
- MOI Engineering Private Limited
- Website ·
- moiengineering.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Mohali, Punjab
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Good
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.29/10, MOI Engineering Private Limited is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose MOI Engineering?
Sixty-five years of building precision machinery, with the engineering depth, customisation and quality systems to back every machine we ship.Decades of ExpertiseWith over six decades in precision engineering and machine building, our experience translates into unparalleled product quality and customer satisfaction.Customized SolutionsEvery industry has unique requirements.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moiengineering
Cite this score: Engagemii (2026). "AEO Score for MOI Engineering Private Limited." Retrieved from https://engagemii.com/aeo/brands/moiengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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