AI Visibility Scorecard
Clockwork Roasters
clockworkroasters.com · E-commerce
Somewhat visible. AI bots can read Clockwork Roasters, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI · ChatGPT
#29,301 of 738,740 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.3/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About Clockwork Roasters
from our crawl and measurement
"Meet our newly added special edition roast! Note - This coffee come only in Fine Grind variant, which is part of the point in Turkish coffee in the first place." That is how Clockwork Roasters introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Product, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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
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 6.3/10, Clockwork Roasters has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you own a cafe?
Join multiple cafe's that already serve our specialty coffee and help us spread quality cups of joy to the world. Contact Us All CoffeeBlogSubscriptionsProfileAbout UsContactTerms of ServiceShipping Policy
Is this your brand?
The exact fixes for Clockwork Roasters
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Clockwork Roasters lists 20 products, 20 in stock, priced 7.90 to 25.00.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clockworkroasters
Cite this score: Engagemii (2026). "AEO Score for Clockwork Roasters." Retrieved from https://engagemii.com/aeo/brands/clockworkroasters
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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