AI Visibility Scorecard
FIRSTLINEFIX 創櫟技術顧問工作室
firstlinefix.com · Other
Borderline visible. AI bots can crawl FIRSTLINEFIX 創櫟技術顧問工作室, 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
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About FIRSTLINEFIX 創櫟技術顧問工作室
from our crawl and measurement
FIRSTLINEFIX 創櫟｜海外技術賦能顧問 describes itself simply: "專為設備出口商打造技術賦能包：多語故障決策樹、影音 SOP、權責劃分與技術健檢，讓海外經銷商獨立修好 70% 機器，降低 30, 50% 售後支援成本。." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (ProfessionalService), 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
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
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 3.5/10, FIRSTLINEFIX 創櫟技術顧問工作室 is crawlable but under-signaled - fixable, and the signals above are where to start.
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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/firstlinefix
Cite this score: Engagemii (2026). "AEO Score for FIRSTLINEFIX 創櫟技術顧問工作室." Retrieved from https://engagemii.com/aeo/brands/firstlinefix
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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