AI visibility score
2.1/ 10Weak

▼ 1.9 since Jul 2026

#1,353,407 of 1,394,028 in Food & Beverage

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Macchto Dessert  經典蛋糕專賣所

Macchto Dessert 經典蛋糕專賣所

Unclaimed

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

i

Near-invisible · 2.1/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Macchto Dessert 經典蛋糕專賣所

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.

Industry · Food & Beverage
Last scored · Aug 2, 2026

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

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 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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Picked for Macchto Dessert 經典蛋糕專賣所: AEO & AI Search

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 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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