AI VISIBILITY SCOREAS OF 2026-09-22 · ENGAGEMII INDEX
4.1/ 10

#428,453 OF 726,720 IN E-COMMERCE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

C LAB Roastery

C LAB Roastery

Unclaimed

clabroastery.com · E-commerce

Borderline visible. AI bots can crawl C LAB Roastery, 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.

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In the Engagemii AEO index

#428,453 of 726,720 in E-commerce for AI visibility

4

AEO Visibility

i

Borderline · 4.1/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

0

AI Adoption

i

None detected · 0/100

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About C LAB Roastery

from our crawl and measurement

clabroastery.com describes itself simply: "香港精品咖啡 + SCA 咖啡課程 - 尋找高品質精品咖啡豆？C LAB Roastery 提供新鮮烘焙、科學精準控溫的手沖咖啡豆。從淺焙花果香到深焙可可調，我們致力於展現每一顆咖啡豆的獨特風味。立即下單，體驗實驗室級的極致咖啡美學。." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · E-commerce
Last scored · Sep 22, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

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 Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.1/10, C LAB Roastery is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for C LAB Roastery: How-To

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 September 22, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/clabroastery

Cite this score: Engagemii (2026). "AEO Score for C LAB Roastery." Retrieved from https://engagemii.com/aeo/brands/clabroastery

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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