RRepoGEO

REPOGEO REPORT · LITE

MCG-NJU/SteadyDancer

Default branch main · commit 866a7219 · scanned 6/2/2026, 7:57:57 PM

GitHub: 628 stars · 36 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 MCG-NJU/SteadyDancer, 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

2 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
    (The README currently starts with a centered title and author list, without an immediate descriptive sentence.)
    COPY-PASTE FIX
    Add the following sentence immediately after the main title: "SteadyDancer is a novel framework for harmonized and coherent human image animation, designed to generate natural-looking human videos from a single source image while preserving the first frame and ensuring temporal consistency."
  • mediumhomepage#2
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://mcg-nju.github.io/steadydancer-web

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 MCG-NJU/SteadyDancer
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepMotion Animate 3D · recommended 2×
  2. RunwayML · recommended 2×
  3. HeyGen · recommended 2×
  4. Synthesia · recommended 2×
  5. Plask · recommended 1×
  • CATEGORY QUERY
    How can I generate consistent and natural-looking human video from a single image?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion Animate 3D
    2. Plask
    3. RunwayML
    4. Pika Labs
    5. Stable Diffusion
    6. ControlNet
    7. AnimateDiff
    8. HeyGen
    9. Synthesia

    AI recommended 9 alternatives but never named MCG-NJU/SteadyDancer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools to animate a person's photo while preserving their identity and initial pose?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion Animate 3D
    2. D-ID Creative Reality Studio
    3. Synthesia
    4. HeyGen
    5. RunwayML
    6. SadTalker
    7. Adobe Character Animator

    AI recommended 7 alternatives but never named MCG-NJU/SteadyDancer. 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 MCG-NJU/SteadyDancer?
    pass
    AI named MCG-NJU/SteadyDancer explicitly

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

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

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

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MCG-NJU/SteadyDancer — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite