RRepoGEO

REPOGEO REPORT · LITE

OpenTalker/video-retalking

Default branch main · commit d32e8e58 · scanned 5/18/2026, 7:12:45 AM

GitHub: 7,247 stars · 1,063 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 OpenTalker/video-retalking, 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
  • highreadme#1
    Reposition the README's opening to clarify project type

    Why:

    COPY-PASTE FIX
    Add a concise, direct opening sentence or paragraph to the README that clearly states OpenTalker/video-retalking is an open-source ML/AI research project/library for audio-based lip synchronization on *existing* talking head videos, distinguishing it from general video editing software.
  • mediumabout#2
    Enhance the 'about' description for clarity on ML/AI nature

    Why:

    CURRENT
    [SIGGRAPH Asia 2022] VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild
    COPY-PASTE FIX
    An open-source ML project from SIGGRAPH Asia 2022 for audio-based lip synchronization, enabling realistic talking head video editing in the wild using deep learning.
  • mediumtopics#3
    Add more specific technical topics

    Why:

    CURRENT
    lip-synchronization, siggraph-asia-2022, talking-head-videos, video-editing
    COPY-PASTE FIX
    lip-synchronization, siggraph-asia-2022, talking-head-videos, video-editing, deep-learning, computer-vision, ai-research, generative-ai

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 OpenTalker/video-retalking
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve · recommended 1×
  2. Adobe Premiere Pro · recommended 1×
  3. Final Cut Pro · recommended 1×
  4. PluralEyes · recommended 1×
  5. mltframework/shotcut · recommended 1×
  • CATEGORY QUERY
    I need to accurately sync audio to video for talking head presentations; what tools help?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. Adobe Premiere Pro
    3. Final Cut Pro
    4. PluralEyes
    5. Shotcut (mltframework/shotcut)
    6. Vegas Pro

    AI recommended 6 alternatives but never named OpenTalker/video-retalking. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a solution to automatically generate realistic lip movements from an audio input.
    you: not recommended
    AI recommended (in order):
    1. DeepMotion
    2. Synthesia
    3. Adobe Character Animator
    4. Blender
    5. Auto-Rig Pro
    6. Faceit
    7. Reallusion AccuLips
    8. Wav2Lip (justinjohn0306/Wav2Lip)

    AI recommended 8 alternatives but never named OpenTalker/video-retalking. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 OpenTalker/video-retalking?
    pass
    AI named OpenTalker/video-retalking explicitly

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

  • If a team adopts OpenTalker/video-retalking in production, what risks or prerequisites should they evaluate first?
    pass
    AI named OpenTalker/video-retalking 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 OpenTalker/video-retalking solve, and who is the primary audience?
    pass
    AI did not name OpenTalker/video-retalking — 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

Drop this badge into the README of OpenTalker/video-retalking. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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OpenTalker/video-retalking — 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
OpenTalker/video-retalking — RepoGEO report