#41,828 OF 933,380 IN EDUCATION
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AI Visibility Scorecard
Hands
learnwithparam.com · Education
Somewhat visible. AI bots can read Hands, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude
#41,828 of 933,380 in Education for AI visibility
7
AEO Visibility
iVisible · 6.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
4
AI Adoption
iBasic · 4/100
About Hands
from our crawl and measurement
Hands is a business whose own site puts it this way: "Become an AI engineer. Free interactive courses, a Pro subscription for every paid course, and mentor-led programs that teach you to ship production systems." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (WebSite, Organization, EducationalOrganization), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
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 6.6/10, Hands has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hands
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The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learnwithparam
Cite this score: Engagemii (2026). "AEO Score for Hands." Retrieved from https://engagemii.com/aeo/brands/learnwithparam
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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