AI Visibility Scorecard
Mentarri
mentarri.com · Technology
Borderline visible. AI bots can crawl Mentarri, 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 1 times
Claude
#2,266,851 of 2,705,008 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
8
AI Adoption
iBasic · 8/100
About Mentarri
from our crawl and measurement
Mentarri describes itself simply: "Discover Mentarri, our AI-powered apprenticeship delivery platform. Hyper-personalised learning, voice coaching, and enterprise ROI reporting." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.5/10, Mentarri is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Mentarri?
A personalised AI learning platform that helps organisations build capability across teams. Mentarri is the unique AI learning platform behind Future Talent Learning programmes. It combines curriculum knowledge, personalised learning support and conversational coaching into one AI-enabled system that helps learners apply capability in real work.
Is this your brand?
The exact fixes for Mentarri
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mentarri
Cite this score: Engagemii (2026). "AEO Score for Mentarri." Retrieved from https://engagemii.com/aeo/brands/mentarri
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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