AI Visibility Scorecard
MNB Digital LLC United States
mnbdigitalllc.com · Other
At 2.1/10, MNB Digital LLC United States is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
56
AI Naming Predictability
iSometimes named · 56/100
2
AEO Visibility
iNear-invisible · 2.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About MNB Digital LLC United States
from our crawl and measurement
"MNB Digital [email protected] Get in touch Mobile product studio Apps that earn a spot on the home screen." That is how mnbdigitalllc.com introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.1 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2.1/10, MNB Digital LLC United States is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have an app in mind?
Tell us what you’re building — or what you’re still trying to figure out. You’ll get honest thoughts back, not a sales deck. [email protected] Write to us © 2026 MNB Digital LLC United States
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The exact fixes for MNB Digital LLC United States
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on October 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mnbdigitalllc
Cite this score: Engagemii (2026). "AEO Score for MNB Digital LLC United States." Retrieved from https://engagemii.com/aeo/brands/mnbdigitalllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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