#693,455 OF 932,051 IN EDUCATION
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AI Visibility Scorecard
LearnerLM
learnerlm.com · Education
Borderline visible. AI bots can crawl LearnerLM, 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
#693,455 of 932,051 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About LearnerLM
from our crawl and measurement
LearnerLM describes itself simply: "LearnerLM is an AI-powered learning companion for students in grades 6, 12. Socratic tutoring, homework scanning, study tools, and progress tracking, built for educational integrity." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 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 visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.8/10, LearnerLM is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Questions or support?
For account help, privacy requests, or general inquiries, contact us by email. This website is informational only — there is no live chat on this page. [email protected] LM LearnerLM AI-powered learning for grades 6–12. Built with educational integrity at the center.
Is this your brand?
The exact fixes for LearnerLM
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LearnerLM.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learnerlm
Cite this score: Engagemii (2026). "AEO Score for LearnerLM." Retrieved from https://engagemii.com/aeo/brands/learnerlm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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