RRepoGEO

REPOGEO REPORT · LITE

GuyTevet/motion-diffusion-model

Default branch main · commit ef8edce6 · scanned 5/26/2026, 7:48:02 PM

GitHub: 4,014 stars · 455 forks

AI VISIBILITY SCORE
22 /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
1 / 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 GuyTevet/motion-diffusion-model, 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 relevant topics for discoverability

    Why:

    COPY-PASTE FIX
    pytorch, deep-learning, diffusion-models, human-motion-generation, text-to-motion, computer-graphics, animation, research-paper
  • highhomepage#2
    Add the project's official webpage to the GitHub homepage field

    Why:

    COPY-PASTE FIX
    [INSERT_WEBPAGE_URL_HERE]
  • mediumabout#3
    Enhance repository description for better keyword matching

    Why:

    CURRENT
    The official PyTorch implementation of the paper "Human Motion Diffusion Model"
    COPY-PASTE FIX
    Official PyTorch implementation of the Human Motion Diffusion Model (MDM) for state-of-the-art text-to-motion generation.

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 GuyTevet/motion-diffusion-model
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MDM (Motion Diffusion Model)
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. MDM (Motion Diffusion Model) · recommended 2×
  2. T2M-GPT (Text-to-Motion Generative Pre-trained Transformer) · recommended 2×
  3. MotionCLIP · recommended 2×
  4. VPoser (Variational Human Pose Prior) · recommended 1×
  5. SMPL / SMPL-X (Skinned Multi-Person Linear Model / eXtended) · recommended 1×
  • CATEGORY QUERY
    How to generate realistic human movement sequences from textual descriptions using deep learning?
    you: not recommended
    AI recommended (in order):
    1. MDM (Motion Diffusion Model)
    2. T2M-GPT (Text-to-Motion Generative Pre-trained Transformer)
    3. MotionCLIP
    4. VPoser (Variational Human Pose Prior)
    5. SMPL / SMPL-X (Skinned Multi-Person Linear Model / eXtended)
    6. AMASS (Archive of Motion Capture as Surface Shapes)

    AI recommended 6 alternatives but never named GuyTevet/motion-diffusion-model. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are efficient PyTorch models for synthesizing human animation from text prompts quickly?
    you: not recommended
    AI recommended (in order):
    1. MDM (Motion Diffusion Model)
    2. TEMOS (Text-to-Motion Synthesis)
    3. MotionCLIP
    4. FACT (Fast and Accurate Text-to-Motion)
    5. T2M-GPT (Text-to-Motion Generative Pre-trained Transformer)
    6. VADER (Variational Autoencoder for Diverse and Expressive Motion)
    7. Mocapp (Motion Capture with Pre-trained Priors)

    AI recommended 7 alternatives but never named GuyTevet/motion-diffusion-model. 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 GuyTevet/motion-diffusion-model?
    pass
    AI did not name GuyTevet/motion-diffusion-model — 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 GuyTevet/motion-diffusion-model in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GuyTevet/motion-diffusion-model 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 GuyTevet/motion-diffusion-model solve, and who is the primary audience?
    pass
    AI did not name GuyTevet/motion-diffusion-model — 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

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GuyTevet/motion-diffusion-model — 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