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AI Visibility Scorecard
Advance Thermal Engineering Sdn. Bhd
atesb.my · Manufacturing & Industrial
Borderline visible. AI bots can crawl Advance Thermal Engineering Sdn. Bhd, 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
#105,168 of 245,849 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Advance Thermal Engineering Sdn. Bhd
from our crawl and measurement
Fulton Boiler Supplier Malaysia is a business whose own site puts it this way: "Industrial thermal engineering solutions in Malaysia, including steam and hot water boilers, thermal fluid heaters, heat pumps, engineered systems, installation and maintenance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.8/10, Advance Thermal Engineering Sdn. Bhd is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Advance Thermal Engineering Sdn. Bhd
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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 September 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/atesb-my
Cite this score: Engagemii (2026). "AEO Score for Advance Thermal Engineering Sdn. Bhd." Retrieved from https://engagemii.com/aeo/brands/atesb-my
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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