AI visibility score
3.5/ 10Weak

#1,099,873 of 1,391,495 in Food & Beverage

As of 2026-09-13 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Black Sugar Coffee

Black Sugar Coffee

Unclaimed

blacksugar.coffee · Food & Beverage

Borderline visible. AI bots can crawl Black Sugar Coffee, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,099,873 of 1,391,495 in Food & Beverage for AI visibility

19

AI Naming Predictability

i

Rarely named · 19/100

Food & Beverage average 12

Top 16% of Food & Beverage

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3.5

AEO Visibility

i

Near-invisible · 3.5/10

Food & Beverage average 4.0

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

Food & Beverage average 18

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0

AI Adoption

i

None detected · 0/100

Food & Beverage average 0

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About Black Sugar Coffee

from our crawl and measurement

"Black Sugar Coffee is a place to celebrate the creativity, connectivity and ultimate enjoyment of specialty coffees around the World." That is how Coffee Shop Hong Kong Black Sugar Black Sugar Coffee introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

Company ·
Black Sugar Coffee
Industry ·
Food & Beverage
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Sep 13, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Strong

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

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

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 read your site and name it in answers. At 3.5/10, Black Sugar Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Black Sugar Coffee: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Black Sugar Coffee lists 84 products, 33 in stock, priced 2.60 to 218.37.

Show all 84 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on September 13, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/blacksugar-coffee

Cite this score: Engagemii (2026). "AEO Score for Black Sugar Coffee." Retrieved from https://engagemii.com/aeo/brands/blacksugar-coffee

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

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