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AI Visibility Scorecard
NeoBean
neobeancoffee.com · E-commerce
Somewhat visible. AI bots can read NeoBean, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#88,166 of 539,028 in E-commerce for AI visibility
5.6
/10
AEO Score
About NeoBean
from our crawl and measurement
NeoBean is a business whose own site puts it this way: "Neobean is a Miami Based Superfood Company with the best tasting Specialty Mushroom Coffee, Single Origin Specialty Coffee, Premium Mushroom Coffee Cold Brew and much more functional." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.6/10, NeoBean has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NeoBean
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for NeoBean.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neobeancoffee
Cite this score: Engagemii (2026). "AEO Score for NeoBean." Retrieved from https://engagemii.com/aeo/brands/neobeancoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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