AI Visibility Scorecard
Weanie Beans
weaniebeans.com · E-commerce
Borderline visible. AI bots can crawl Weanie Beans, 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
#115,398 of 739,394 in E-commerce for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
E-commerce average 18
Top 14% of E-commerce
See what's behind this score →4.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
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 Weanie Beans
from our crawl and measurement
Speciality Coffee Beans Delivery 🥇Subscription describes itself simply: "Family ran UK coffee roastery, serving up vibrant, freshly roasted, speciality coffee direct from farmers. Buy single origins, monthly subscription or wholesale." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization), an llms.txt file for AI models and a sitemap.
- Company ·
- Weanie Beans
- Website ·
- weaniebeans.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 11, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 4.2/10, Weanie Beans is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Did you know...?
Our coffee bags may seem to be made of ocean destroying plastic, but they are actually completely recyclable. Either in your recycling bin or anywhere that takes plastic bags! Other paper or plastic coffee bags are foil lined and cannot be recycled at all. Our Environmental Commitment Coffee Equipment Subscriptions
Is this your brand?
The exact fixes for Weanie Beans
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Weanie Beans.
Weanie Beans lists 19 products, 9 in stock, priced 2.50 to 36.00.
Show all 19 products
- Honduras, COMSA · 13.95 · Coffee
- Brazil, Fazenda Esperanca · 15.50 · Coffee
- Tanzania, Ngila Estate · 13.95 · Coffee
- Peru, Nehipe · 13.95 · out of stock · Coffee
- Ethiopia, Fero · 13.95 · out of stock · Coffee
- Myanmar, Padah-Lin · 13.95 · out of stock · Coffee
- Single-Origin Subscription · 15.50 · Coffee
- Colombia, Las Piedras · 13.95 · out of stock · Coffee
- Guatemala, El Witano · 13.95 · out of stock · Coffee
- Ethiopia, Sidamo, Fero · 12.80 · out of stock · Coffee
- Blind Filter · 2.50 · out of stock
- Scout · 13.45 · Coffee
- Decaf, Colombia La Plata · 14.65 · Coffee
- Citizen Kane · 12.00 · Coffee
- Hario V60 filter papers · 5.99 · out of stock · Equipment
- V60 Dripper (large) · 20.00 · out of stock · Equipment
- V60 Dripper (small) · 13.50 · out of stock · Equipment
- Aeropress Filter Papers · 7.99 · Equipment
- AeroPress Coffee Maker - CLEAR · 36.00 · Equipment
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/weaniebeans
Cite this score: Engagemii (2026). "AEO Score for Weanie Beans." Retrieved from https://engagemii.com/aeo/brands/weaniebeans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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