RRepoGEO

REPOGEO REPORT · LITE

alibaba/lumenx

Default branch main · commit ebc913ce · scanned 6/16/2026, 8:27:43 PM

GitHub: 711 stars · 179 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 alibaba/lumenx, 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
  • hightopics#1
    Add specific topics to clarify the project's domain

    Why:

    COPY-PASTE FIX
    ai-video-generation, motion-comic, video-creation, llm, generative-ai, script-to-video, character-design, scene-generation, alibaba
  • highreadme#2
    Strengthen the README's opening sentence for clarity and specificity

    Why:

    CURRENT
    LumenX is an **AI-Native Motion Comic & Video Creation Platform**.
    COPY-PASTE FIX
    LumenX Studio is an **AI-native, all-in-one platform for producing motion comics and dynamic videos from text**, covering the entire creative pipeline from script analysis and character customization to storyboard drawing and video synthesis.
  • mediumcomparison#3
    Add a 'Why LumenX?' or 'Comparison' section to highlight AI automation

    Why:

    COPY-PASTE FIX
    ## ✨ Why LumenX? AI-Native Automation for Video Creation

Unlike traditional creative software that requires extensive manual effort for storyboarding, asset creation, and animation, LumenX leverages advanced AI to automate the entire pipeline from script to dynamic video. It's designed for rapid production of motion comics and short videos, not just as a drawing or editing tool.

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
0 / 2
0% of queries surface alibaba/lumenx
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Celtx
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Celtx · recommended 1×
  2. StudioBinder · recommended 1×
  3. Clip Studio Paint · recommended 1×
  4. Adobe Photoshop · recommended 1×
  5. Procreate · recommended 1×
  • CATEGORY QUERY
    What platforms can help me turn novel text into dynamic motion comic videos?
    you: not recommended
    AI recommended (in order):
    1. Celtx
    2. StudioBinder
    3. Clip Studio Paint
    4. Adobe Photoshop
    5. Procreate
    6. Adobe After Effects
    7. Moho
    8. Toon Boom Harmony
    9. DaVinci Resolve
    10. Canva

    AI recommended 10 alternatives but never named alibaba/lumenx. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI-powered platform to generate video from script with character and scene assets.
    you: not recommended
    AI recommended (in order):
    1. Synthesys Studio
    2. HeyGen
    3. Pictory AI
    4. InVideo
    5. DeepMotion
    6. RunwayML

    AI recommended 6 alternatives but never named alibaba/lumenx. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 alibaba/lumenx?
    pass
    AI named alibaba/lumenx explicitly

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

  • If a team adopts alibaba/lumenx in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alibaba/lumenx explicitly

    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 alibaba/lumenx solve, and who is the primary audience?
    pass
    AI named alibaba/lumenx explicitly

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

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alibaba/lumenx — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite