RRepoGEO

REPOGEO REPORT · LITE

zai-org/SCAIL-2

Default branch wan-scail2 · commit f7fae1b9 · scanned 6/18/2026, 4:58:02 PM

GitHub: 629 stars · 42 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 zai-org/SCAIL-2, 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 categorize the repository

    Why:

    COPY-PASTE FIX
    character-animation, motion-synthesis, deep-learning, computer-graphics, generative-ai, in-context-learning, human-animation, 3d-animation
  • highabout#2
    Refine the 'About' description for clearer domain identification

    Why:

    CURRENT
    Official Implementation of SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning
    COPY-PASTE FIX
    SCAIL-2 provides an open-source, end-to-end solution for controlled character animation, bypassing intermediate pose representations for more complex and generalizable motion generation.
  • mediumhomepage#3
    Add the project's official homepage URL

    Why:

    COPY-PASTE FIX
    https://teal024.github.io/SCAIL-2/

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 zai-org/SCAIL-2
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DeepMotion Animate 3D
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepMotion Animate 3D · recommended 1×
  2. Plask · recommended 1×
  3. Mixamo · recommended 1×
  4. Rokoko Studio · recommended 1×
  5. NVIDIA Omniverse Audio2Face · recommended 1×
  • CATEGORY QUERY
    How to generate realistic, end-to-end character animations without relying on intermediate pose representations?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion Animate 3D
    2. Plask
    3. Mixamo
    4. Rokoko Studio
    5. NVIDIA Omniverse Audio2Face
    6. Character Creator
    7. AccuFACE
    8. AccuMOTION

    AI recommended 8 alternatives but never named zai-org/SCAIL-2. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools exist for generating highly controlled character animations for diverse identities and complex motions?
    you: not recommended
    AI recommended (in order):
    1. Unreal Engine
    2. MetaHuman Creator
    3. Control Rig
    4. Sequencer
    5. Autodesk Maya
    6. Advanced Skeleton
    7. HumanIK
    8. Blender
    9. Auto-Rig Pro
    10. Rigify
    11. Cascadeur
    12. Reallusion Character Creator 4
    13. iClone 8
    14. Adobe Mixamo

    AI recommended 14 alternatives but never named zai-org/SCAIL-2. 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 zai-org/SCAIL-2?
    pass
    AI named zai-org/SCAIL-2 explicitly

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

  • If a team adopts zai-org/SCAIL-2 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zai-org/SCAIL-2 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 zai-org/SCAIL-2 solve, and who is the primary audience?
    pass
    AI named zai-org/SCAIL-2 explicitly

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

Embed your GEO score

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MARKDOWN (README)
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HTML
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zai-org/SCAIL-2 — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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zai-org/SCAIL-2 — RepoGEO report