RRepoGEO

REPOGEO REPORT · LITE

X-LANCE/AniTalker

Default branch main · commit 738c5625 · scanned 5/19/2026, 11:38:08 AM

GitHub: 1,603 stars · 144 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 X-LANCE/AniTalker, 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 to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    talking-face-animation, ai-animation, deep-learning, generative-ai, computer-vision, facial-animation, talking-avatars, acm-mm-2024, speech-to-face
  • highreadme#2
    Add a concise 'What is AniTalker?' section to the README

    Why:

    CURRENT
    The README currently jumps from the title/abstract to 'Updates' without a dedicated introductory section.
    COPY-PASTE FIX
    ## What is AniTalker?
AniTalker is a cutting-edge framework for generating vivid and diverse talking face animations from a single image and audio input. It achieves highly expressive results by decoupling facial identity from motion encoding, making it ideal for creating realistic and customizable animated avatars.
  • mediumabout#3
    Rephrase the 'About' description for clarity and keywords

    Why:

    CURRENT
    [ACM MM 2024] This is the official code for "AniTalker: Animate Vivid and Diverse Talking Faces through Identity-Decoupled Facial Motion Encoding"
    COPY-PASTE FIX
    AniTalker (ACM MM 2024) is the official code for animating vivid and diverse talking faces from audio, using identity-decoupled facial motion encoding. Generate realistic AI-driven facial animations.

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 X-LANCE/AniTalker
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Synthesia
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Synthesia · recommended 2×
  2. DeepMotion Animate 3D · recommended 2×
  3. Adobe Character Animator · recommended 2×
  4. HeyGen · recommended 1×
  5. D-ID Creative Reality Studio · recommended 1×
  • CATEGORY QUERY
    How to generate realistic talking face animations from an audio source?
    you: not recommended
    AI recommended (in order):
    1. Synthesia
    2. HeyGen
    3. D-ID Creative Reality Studio
    4. DeepMotion Animate 3D
    5. SadTalker
    6. Wav2Lip
    7. Adobe Character Animator

    AI recommended 7 alternatives but never named X-LANCE/AniTalker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for animating diverse talking faces while preserving identity?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion Animate 3D
    2. Synthesia
    3. Reallusion Character Creator 4
    4. AccuFACE
    5. iClone
    6. Adobe Character Animator
    7. MetaHuman Creator
    8. Unreal Engine 5
    9. Live Link Face
    10. Blender
    11. FaceBuilder
    12. FaceRig

    AI recommended 12 alternatives but never named X-LANCE/AniTalker. 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 X-LANCE/AniTalker?
    pass
    AI named X-LANCE/AniTalker explicitly

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

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

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

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X-LANCE/AniTalker — 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