AI Visibility Scorecard
12: Forever in Pursuit of Exquisite Matcha
12matcha.com · Technology
Somewhat visible. AI bots can read 12: Forever in Pursuit of Exquisite Matcha, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#846,119 of 2,705,712 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Transactable · 35/100
?
AI Adoption
iNone detected · -/100
About 12: Forever in Pursuit of Exquisite Matcha
from our crawl and measurement
12Matcha, based in New York, NY, describes itself simply: "Matcha crafted with care in partnership with multi-generational Japanese tea artisans, to anchor your day in a simple ritual." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 5.1/10, 12: Forever in Pursuit of Exquisite Matcha has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for 12: Forever in Pursuit of Exquisite Matcha
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/12matcha
Cite this score: Engagemii (2026). "AEO Score for 12: Forever in Pursuit of Exquisite Matcha." Retrieved from https://engagemii.com/aeo/brands/12matcha
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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