AI Visibility Scorecard
GOOD HOUR
darkmodematcha.com · E-commerce
Somewhat visible. AI bots can read GOOD HOUR, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#135,419 of 736,353 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About GOOD HOUR
from our crawl and measurement
GOOD HOUR is a business whose own site puts it this way: "Five single-serve pouches of iced oat matcha latte. Matcha from Nishio, Japan. Cold-activated in ten seconds. Ready without a whisk, a café, or a compromise." Its AI visibility score is 5.4 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, WebSite, Product), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.4/10, GOOD HOUR has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Do the matcha math.?
Average café matcha latte$8.40–$10.80 after the 20% tip the touchscreen asks for. 35 minutes and a line. Low-grade matcha powder, mostly water. Overpriced for underwhelming. GOOD HOUR Matcha3x more matcha powder. No waiting in line. Oat milk powder, sweetened with allulose, MCTs for focus, sunflower lecithin for froth, sea salt for flavor.No sugar crash. 10 SECONDS. CLAIM THE HOUR
Is this your brand?
The exact fixes for GOOD HOUR
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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 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/darkmodematcha
Cite this score: Engagemii (2026). "AEO Score for GOOD HOUR." Retrieved from https://engagemii.com/aeo/brands/darkmodematcha
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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