AI Visibility Scorecard
muchskills.com · Technology
Somewhat visible. AI bots can read MuchSkills, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 15 times
Meta AI · Claude · Apple Intelligence · ShapBot
#11,303 of 2,704,519 in Technology for AI visibility
90
AI Naming Predictability
iAI names companies like this often · 90/100
Technology average 28
Top 1% of Technology
See what's behind this score →6
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
MuchSkills is a business whose own site puts it this way: "Skills intelligence and management platform that helps organisations map skills and competencies, identify gaps, support internal mobility, and enable strategic workforce planning and." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business.
Off the page, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
Inbound links from other sites.
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
Good
Forum and community discussion.
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 6.1/10, MuchSkills has a working base to build on - fixable, and the signals above are where to start.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/muchskills
Cite this score: Engagemii (2026). "AEO Score for MuchSkills." Retrieved from https://engagemii.com/aeo/brands/muchskills
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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