RRepoGEO

REPOGEO REPORT · LITE

jixiaozhong/Sonic

Default branch main · commit c1bd2d13 · scanned 5/24/2026, 10:22:45 AM

GitHub: 3,246 stars · 288 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 jixiaozhong/Sonic, 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 comprehensive topics to the repository

    Why:

    COPY-PASTE FIX
    audio-driven-animation, portrait-animation, talking-head, generative-ai, computer-vision, cvpr2025, deep-learning, pytorch, video-generation
  • highreadme#2
    Strengthen the README's opening sentence to clearly state the project's purpose

    Why:

    CURRENT
    # Sonic
Sonic: Shifting Focus to Global Audio Perception in Portrait Animation, CVPR 2025.
    COPY-PASTE FIX
    # Sonic: Audio-Driven Portrait Animation
Official implementation of "Sonic: Shifting Focus to Global Audio Perception in Portrait Animation," a CVPR 2025 project for generating realistic talking head videos from audio input.
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://jixiaozhong.github.io/Sonic/

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 jixiaozhong/Sonic
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. HeyGen · recommended 2×
  3. DeepMotion (Animate 3D) · recommended 2×
  4. D-ID (Creative Reality Studio) · recommended 2×
  5. SadTalker · recommended 1×
  • CATEGORY QUERY
    How can I generate realistic portrait animations driven by audio input?
    you: not recommended
    AI recommended (in order):
    1. Synthesia
    2. HeyGen
    3. DeepMotion (Animate 3D)
    4. SadTalker
    5. Wav2Lip
    6. D-ID (Creative Reality Studio)
    7. RunwayML

    AI recommended 7 alternatives but never named jixiaozhong/Sonic. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools create expressive talking head videos from just audio?
    you: not recommended
    AI recommended (in order):
    1. Synthesia
    2. HeyGen
    3. DeepMotion (Animate 3D)
    4. D-ID (Creative Reality Studio)
    5. Rephrase.ai
    6. Fliki

    AI recommended 6 alternatives but never named jixiaozhong/Sonic. 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 jixiaozhong/Sonic?
    pass
    AI named jixiaozhong/Sonic explicitly

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

  • If a team adopts jixiaozhong/Sonic in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jixiaozhong/Sonic 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 jixiaozhong/Sonic solve, and who is the primary audience?
    pass
    AI named jixiaozhong/Sonic 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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jixiaozhong/Sonic — 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