AI Visibility Scorecard
mbizapp.com · E-commerce
At 0.79/10, mBiz is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
E-commerce average 18
Top 89% of E-commerce
See what's behind this score →0.79
-
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 →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
"Built for small and medium enterprises that want real control over their business." That is how mBiz introduces itself. When AI engines look at it, they find little to work with. It scores 0.79 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 0.79/10, mBiz is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Who Is mBiz For?
Versatile enough for any SME, specialized enough for your unique business needs.Retail & SupermarketsStreamline checkout with POS, manage deep inventory, and prevent stock theft with full audit trails.Wholesale DistributorsFull audit trails for stock movement and seamless branch management with centralized oversight.Hardware & PharmaciesSpecialized POS for pharmacies with batch tracking and expiry alerts.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbizapp
Cite this score: Engagemii (2026). "AEO Score for mBiz." Retrieved from https://engagemii.com/aeo/brands/mbizapp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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