AI Visibility Scorecard
macchtodessert.com · Food & Beverage
At 2.1/10, Macchto Dessert 經典蛋糕專賣所 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.
AI engines read this profile 1 times
Claude
#1,353,407 of 1,394,028 in Food & Beverage for AI visibility
2
AEO Visibility
iNear-invisible · 2.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"來自雨都的老咖啡廳,全新的經典滋味!The taste from the ancient city, rich and comfortable.我們是來自基隆擁有20年歷史的老咖啡廳,我們相信「經典甜點」是每個人回憶裡最滿足的一塊,那種一口吃下就停不下來的滿足滋味。 我要購買 Macchto Dessert 經典甜點專賣所基隆市仁愛區愛一路42號02 2425." That is how Macchto Dessert 經典蛋糕專賣所 introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.1 out of 10.
The page falls short on structured data describing the business, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 44 words.
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
Weak
Sitemaps and entity links AI can follow.
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.
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 2.1/10, Macchto Dessert 經典蛋糕專賣所 is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Macchto Dessert 經典蛋糕專賣所
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macchtodessert
Cite this score: Engagemii (2026). "AEO Score for Macchto Dessert 經典蛋糕專賣所." Retrieved from https://engagemii.com/aeo/brands/macchtodessert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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