AI Visibility Scorecard
Machvision｜PCB & 半導體光學檢測設備專家
machvision.com.tw · Other
Borderline visible. AI bots can crawl Machvision｜PCB & 半導體光學檢測設備專家, 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
3
AEO Visibility
iNear-invisible · 3.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Machvision｜PCB & 半導體光學檢測設備專家
from our crawl and measurement
Machvision｜PCB & 半導體光學檢測設備專家 AOI、AVI、3D 檢測 describes itself simply: "Machvision（牧德科技）具備從光學影像、影像處理到精密控制的完整機械視覺研發能量，先導導入線性掃描技術，實現從 2D 平面到 3D 全檢量測，廣泛服務 PCB、晶圓與 IC 載板檢測需求。." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (BreadcrumbList), 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.1/10, Machvision｜PCB & 半導體光學檢測設備專家 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Machvision｜PCB & 半導體光學檢測設備專家
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 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/machvision-com-tw
Cite this score: Engagemii (2026). "AEO Score for Machvision｜PCB & 半導體光學檢測設備專家." Retrieved from https://engagemii.com/aeo/brands/machvision-com-tw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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