AI Visibility Scorecard
changfa.com.tw
At 2.6/10, changfa.com.tw is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
3
AEO Visibility
iNear-invisible · 2.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About changfa.com.tw
from our crawl and measurement
changfa.com.tw describes itself simply: "長發蜜餞廠, 長發蜜餞, 長發蜜餞工廠, 員林長發蜜餞是員林老牌蜜餞,專營員林蜜餞推薦及員林蜜餞批發,產品包含蜜餞, 芒果乾, 關廟鳳梨乾, 即食檸檬片, 黃蜜桃, 蕃茄乾, 甘草芭樂, 脫水草莓, 脫水地瓜, 辣芒果, 赤化核梅, 黑化核梅, 化應子, 酒李, 仙李, 金棗果, 野生金桔, 台灣黃草橄欖, 台灣丁香橄欖, 辣橄欖, 無籽中藥橄欖, 甜梅, 無籽梅肉." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
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
Good
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 2.6/10, changfa.com.tw is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for changfa.com.tw
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/changfa-com-tw
Cite this score: Engagemii (2026). "AEO Score for changfa.com.tw." Retrieved from https://engagemii.com/aeo/brands/changfa-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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