AI Visibility Scorecard
W.C. Clarke's Coffee Roasters
wcclarke.com · E-commerce
Borderline visible. AI bots can crawl W.C. Clarke's Coffee Roasters, 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 6 times
Claude · ShapBot · Meta AI
#76,714 of 739,264 in E-commerce for AI visibility
49
4
AEO Visibility
iBorderline · 4.2/10
-
Network Authority
iNot connected yet
10
Muse Index Score
iAI agent readiness
Transactable · 10/100
0
AI Adoption
iNone detected · 0/100
About W.C. Clarke's Coffee Roasters
from our crawl and measurement
"W.C. Clarke's Cheese Shoppe & Coffee Roasters, State College Original Coffee Roaster, Variety, Premium, International Coffee, whole bean, ground, autodrip, french press, fine, espresso, by." That is how W.C. Clarke's Coffee Roasters introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- W.C. Clarke's Coffee Roasters
- Website ·
- wcclarke.com
- Industry ·
- E-commerce
- Location ·
- State College, Pennsylvania
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 2, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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 4.2/10, W.C. Clarke's Coffee Roasters is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for W.C. Clarke's Coffee Roasters
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wcclarke
Cite this score: Engagemii (2026). "AEO Score for W.C. Clarke's Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/wcclarke
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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