AI Visibility Scorecard
Irdayu Engineering
irdayu.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Irdayu Engineering, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#156,850 of 268,060 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Irdayu Engineering
from our crawl and measurement
Irdayu Engineering - is a Jalan Cempedak 4, Taman Kota Masai, Pasir Gudang business whose own site puts it this way: "We combine workshop experience with a wide range of capabilities so you get quality work and reliable delivery under one roof." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Place, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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
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 4.4/10, Irdayu Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Partner With Irdayu?
We combine workshop experience with a wide range of capabilities so you get quality work and reliable delivery under one roof. 1 Wide Range of Services From precision machining and custom fasteners to truck body fabrication and electrical works — we handle diverse projects so you have one trusted partner. 2 Modern Equipment
Is this your brand?
The exact fixes for Irdayu Engineering
Which AI engines already crawl you
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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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irdayu
Cite this score: Engagemii (2026). "AEO Score for Irdayu Engineering." Retrieved from https://engagemii.com/aeo/brands/irdayu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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