AI Visibility Scorecard
MOI Engineering Private Limited
moiengineering.com · Manufacturing & Industrial
Somewhat visible. AI bots can read MOI Engineering Private Limited, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#37,355 of 267,466 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
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 Cigarette, Pharmaceutical & Packaging Machines of Mohali, Punjab introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
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.
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
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.
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 5.6/10, MOI Engineering Private Limited has a working base to build on - 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.
Is this your brand?
The exact fixes for MOI Engineering Private Limited
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 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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