AI Visibility Scorecard
Vinculo Coffee
Borderline visible. AI bots can crawl Vinculo Coffee, 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 2 times
Claude · Perplexity
3
4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →50
0
About Vinculo Coffee
from our crawl and measurement
"Skip to content Coffee connection for difference makers." That is how Vinculo Coffee introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Vinculo Coffee
- Website ·
- 901roasted.com
- 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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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 4/10, Vinculo Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vinculo Coffee
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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 Vinculo Coffee.
Vinculo Coffee lists 16 products, 16 in stock, priced 4.95 to 75.00.
Show all 16 products
- Veteran Roast · 21.99 · Coffee
- Elvis - Medium Roast · 24.99 · Coffee
- Holiday Gift Pack Bundle · 75.00
- Puebla - Medium Roast · 21.99 · Coffee
- World Relief Blend · 19.99 · Coffee
- Vinculo CXN Cold Brew · 5.99 · Coffee
- Single Serve K Cups · 16.99 · Coffee
- Parainema - Nicaraguan · 21.99 · Coffee
- Connection Blend · 21.99 · Coffee
- Su Casa Blend · 19.99 · Coffee
- Nicaraguan Coffee · 19.99 · Coffee
- Vinculo Coffee Sample Bags (2.5oz) · 4.95
- Ethiopian Coffee · 21.99 · Coffee
- Mexican Coffee · 19.99
- Roasters Choice Monthly Subscription: · 19.99
- Vinculo Decaf - Dark Roast · 19.99 · Coffee
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/901roasted
Cite this score: Engagemii (2026). "AEO Score for Vinculo Coffee." Retrieved from https://engagemii.com/aeo/brands/901roasted
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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