AI Visibility Scorecard
envoyref.com.tw
envoyref.com.tw · Manufacturing & Industrial
Borderline visible. AI bots can crawl envoyref.com.tw, 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.
AI engines read this profile 1 times
Claude
#232,716 of 269,105 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About envoyref.com.tw
from our crawl and measurement
envoyref.com.tw is a business whose own site puts it this way: "致力於鑄造材料品質的研發及技術提昇, 能瞭解廠商需求, 開發出獨特的產品, 協助客戶提高市場競爭力, 並與國際知名廠商技術合作, 尋求更新, 更佳之造模材料及機械設備, 以提高生產效率和鑄件品質. 改善鑄造環境, 降低成本, 提高競爭力。成為第一家取得鑄造及煉鋼, ISO 9001品質認證及ISO14001環境認證." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
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 3.5/10, envoyref.com.tw is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for envoyref.com.tw
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/envoyref-com-tw
Cite this score: Engagemii (2026). "AEO Score for envoyref.com.tw." Retrieved from https://engagemii.com/aeo/brands/envoyref-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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