AI Visibility Scorecard
Small World Coffee
smallworldcoffee.com · E-commerce
Borderline visible. AI engines can read Small World Coffee, but Domain Trust, News Mentions and Community are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 6 times
Claude · Parallel · Apple Intelligence · Meta AI
Top 5% in E-commerce for AI visibility
81
AI Naming Predictability
iNamed sometimes · 81/100
E-commerce average 18
Top 2% of E-commerce
See what's behind this score →5.30
-
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 →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
About Small World Coffee
from our crawl and measurement
Small World Coffee describes itself simply: "Coffee For Community. We have been serving up quality coffee, beverages, food, and community in historic downtown Princeton since 1993." Its AI visibility score is 5.30 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), an llms.txt file for AI models and a sitemap.
- Company ·
- Small World Coffee
- Website ·
- smallworldcoffee.com
- Industry ·
- E-commerce
- Location ·
- Princeton, NJ
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 5.30/10, Small World Coffee is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
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 Small World Coffee.
Small World Coffee lists 32 products, 27 in stock, priced 2.95 to 65.00.
Show all 32 products
- SWC Hat · 40.00
- Tiger Hoodie · 60.00
- Coffee T-Shirt · 30.00
- Genius T-Shirt · 35.00 · Merchandise
- Genius Mug · 15.00 · Merchandise
- Cupid Sticker · 2.95 · Merchandise
- Sleep is for the Weak Onesie · 25.00 · Merchandise
- Pride T-Shirt · 24.00 · Merchandise
- Number Five · 23.00 · Coffee Beans
- Webstore Gift Card (Not for in-store use) · 20.00 · Gift Card
- SWC House · 21.00 · Coffee Beans
- Dog Sticker · 2.95 · out of stock · Merchandise
- Java · 25.00 · Coffee Beans
- Logo Hat · 33.00 · out of stock · Merchandise
- Logo Pin · 10.00 · Merchandise
- Logo Sticker · 2.95 · Merchandise
- Natural Yirgacheffe · 24.00 · Coffee Beans
- Number Five T-Shirt · 18.00 · out of stock · Merchandise
- Red Cup Sticker · 2.95 · out of stock · Merchandise
- Sleep is for the Weak Mug · 12.50 · Merchandise
- Sleep is for the Weak Sticker · 2.95 · out of stock · Merchandise
- Sleep is for the Weak T-Shirt · 30.00 · Merchandise
- Coffee Sweatshirt · 65.00 · Merchandise
- SWC Decaf House · 24.00 · Coffee Beans
- Crispy Hippie · 21.00 · Coffee Beans
- Colombian · 21.00 · Coffee Beans
- Rocket · 23.00 · Coffee Beans
- Morning Glory · 23.00 · Coffee Beans
- Love · 23.00 · Coffee Beans
- Joker Poker · 25.00 · Coffee Beans
- Grumpy Monkey · 22.00 · Coffee Beans
- Ethiopian Yirgacheffe · 24.00 · Coffee Beans
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/smallworldcoffee
Cite this score: Engagemii (2026). "AEO Score for Small World Coffee." Retrieved from https://engagemii.com/aeo/brands/smallworldcoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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