RRepoGEO

REPOGEO REPORT · LITE

chamilo/chamilo-lms

Default branch master · commit fa1e3c80 · scanned 6/5/2026, 11:51:23 AM

GitHub: 958 stars · 555 forks

AI VISIBILITY SCORE
51 /100
Needs work
Category recall
1 / 2
Avg rank #2.0 when recommended
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
0 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface chamilo/chamilo-lms, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Add a concise introductory sentence to the README

    Why:

    CURRENT
    # Chamilo 2

[](https://github.com/chamilo/chamilo-lms/actions/workflows/behat.yml)
    COPY-PASTE FIX
    # Chamilo 2

Chamilo is an open-source learning management system (LMS) focused on ease of use and accessibility, designed for creating and managing online courses.

[](https://github.com/chamilo/chamilo-lms/actions/workflows/behat.yml)
  • mediumabout#2
    Enhance the 'About' description with 'open-source' and 'LMS'

    Why:

    CURRENT
    Chamilo is a learning management system focused on ease of use and accessibility
    COPY-PASTE FIX
    Chamilo is an open-source learning management system (LMS) focused on ease of use and accessibility.
  • lowtopics#3
    Expand repository topics with more specific LMS-related terms

    Why:

    CURRENT
    chamilo, elearning, lms, php, skills, twig
    COPY-PASTE FIX
    chamilo, elearning, lms, php, twig, online-courses, education, training, open-source-lms

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
1 / 2
50% of queries surface chamilo/chamilo-lms
Avg rank
#2.0
Lower is better. #1 = top recommendation.
Share of voice
8%
Of all named tools, what % are you?
Top rival
Moodle
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Moodle · recommended 2×
  2. Open edX · recommended 1×
  3. Canvas LMS · recommended 1×
  4. Chamilo LMS · recommended 1×
  5. ILIAS · recommended 1×
  • CATEGORY QUERY
    What open-source platforms are available for creating and managing online courses?
    you: not recommended
    AI recommended (in order):
    1. Moodle
    2. Open edX
    3. Canvas LMS
    4. Chamilo LMS
    5. ILIAS
    6. Sakai

    AI recommended 6 alternatives but never named chamilo/chamilo-lms. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an accessible and user-friendly PHP-based system for e-learning content.
    you: #2
    AI recommended (in order):
    1. Moodle
    2. Chamilo LMS (chamilo/chamilo-lms) ← you
    3. LearnPress (LearnPress/LearnPress)
    4. Sensei (Automattic/sensei)
    5. LifterLMS (gocodebox/lifterlms)
    6. ATutor (atutor/ATutor)
    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of chamilo/chamilo-lms?
    pass
    AI did not name chamilo/chamilo-lms — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts chamilo/chamilo-lms in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name chamilo/chamilo-lms — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo chamilo/chamilo-lms solve, and who is the primary audience?
    pass
    AI did not name chamilo/chamilo-lms — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of chamilo/chamilo-lms. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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  • Brand-free category queries5 vs 2 in Lite
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