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AI Visibility Scorecard
蘇來福線上商城
csf1991.com · Other
At 2.3/10, 蘇來福線上商城 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
2.3
/10
AEO Score
About 蘇來福線上商城
from our crawl and measurement
csf1991.com is a business whose own site puts it this way: "張三灃 於民國八十年創立，從推車零售到現在已設立數十個點在大台北地區，就為了堅持兩個字，我們以凌晨現做，以傳統老麵發酵，手工揉麵，絕無添加防腐劑，以健康與養身觀為出發點！ 包子饅頭 台北 | 包子饅頭推薦 | 老麵饅頭推薦 | 包子饅頭排行." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), 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
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.3/10, 蘇來福線上商城 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 蘇來福線上商城
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/csf1991
Cite this score: Engagemii (2026). "AEO Score for 蘇來福線上商城." Retrieved from https://engagemii.com/aeo/brands/csf1991
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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