AI Visibility Scorecard
Billy Roaster
billyroaster.com · E-commerce
Borderline visible. AI bots can crawl Billy Roaster, 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.
AI engines read this profile 1 times
Claude
#617,035 of 739,305 in E-commerce for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
E-commerce average 18
Top 97% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
E-commerce average 27
See what's behind this score →0
About Billy Roaster
from our crawl and measurement
Billy Roaster describes itself simply: "BILLYROASTER 成立於 2022 年，是一間深受 1950, 70 年代「Space Age」精神啟發的咖啡烘豆工作室。那是一個對未來充滿樂觀、無所畏懼且自由奔放的年代，誕生了許多經典創造。 BILLYROASTER 結合這份精神與長達十年的咖啡經驗，從烘焙的角度探索風味的各種可能，為「喝咖啡」帶來不同的樣貌與體驗，並在這個時代延續屬於我們的太空精神。." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Billy Roaster
- Website ·
- billyroaster.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 5, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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, Billy Roaster is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Billy Roaster
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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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Source & Attribution
Scored by Engagemii on October 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/billyroaster
Cite this score: Engagemii (2026). "AEO Score for Billy Roaster." Retrieved from https://engagemii.com/aeo/brands/billyroaster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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