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AI Visibility Scorecard

Teapsy Lab

Teapsy Lab

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teapsylab.com · Other

At 3/10, Teapsy Lab 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

3

/10

AEO Score

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About Teapsy Lab

from our crawl and measurement

Teapsy Lab is a business whose own site puts it this way: "專為精釀飲品、咖啡、茶飲品牌設計的 R&D 管理平台。配方版本控制、感官評分、成本精算、AI 配方分析,一站整合。." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.

Industry · Other
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

2

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

2

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

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.

Reddit

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 3/10, Teapsy Lab is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Teapsy Lab

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Teapsy Lab: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Teapsy Lab." Retrieved from https://engagemii.com/aeo/brands/teapsylab

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

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