RRepoGEO

REPOGEO REPORT · LITE

DanielSWolf/rhubarb-lip-sync

Default branch master · commit 9b9573cd · scanned 6/18/2026, 9:37:11 AM

GitHub: 2,494 stars · 290 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
53 /100
Needs work
Category recall
1 / 2
Avg rank #4.0 when recommended
Rule findings
1 pass · 1 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 DanielSWolf/rhubarb-lip-sync, 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 README's opening to emphasize CLI automation and clarify input requirements

    Why:

    CURRENT
    Rhubarb Lip Sync allows you to quickly create 2D mouth animation from voice recordings. It analyzes your audio files, recognizes what is being said, then automatically generates lip sync information. You can use it for animating speech in computer games, animated cartoons, or any similar project.
    COPY-PASTE FIX
    Rhubarb Lip Sync is a powerful command-line tool that automatically creates 2D mouth animation directly from voice recordings. It analyzes your audio files, recognizes what is being said, and generates lip sync information without requiring a separate text script. This makes it ideal for automating speech animation in computer games, animated cartoons, or any similar project.
  • mediumreadme#2
    Add a clear statement about the custom license to the README

    Why:

    COPY-PASTE FIX
    Rhubarb Lip Sync is distributed under a custom license. Please refer to the LICENSE file for specific terms and conditions.
  • mediumreadme#3
    Add a 'Key Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    == Key Differentiators

Unlike some tools, Rhubarb Lip Sync operates directly from audio recordings, automatically recognizing speech and generating lip sync data without requiring a separate text script. This streamlines the animation workflow, especially for projects where scripts might not be readily available or need quick iteration.

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
1 / 2
50% of queries surface DanielSWolf/rhubarb-lip-sync
Avg rank
#4.0
Lower is better. #1 = top recommendation.
Share of voice
9%
Of all named tools, what % are you?
Top rival
Adobe Character Animator
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Character Animator · recommended 1×
  2. Papagayo · recommended 1×
  3. LipSync Pro · recommended 1×
  4. Reallusion Cartoon Animator · recommended 1×
  5. FaceFX · recommended 1×
  • CATEGORY QUERY
    How to automatically generate 2D mouth animations from audio files for game characters?
    you: #4
    AI recommended (in order):
    1. Adobe Character Animator
    2. Papagayo
    3. LipSync Pro
    4. Rhubarb Lip Sync (DanielSWolf/rhubarb-lip-sync) ← you
    5. Reallusion Cartoon Animator
    6. FaceFX
    Show full AI answer
  • CATEGORY QUERY
    What command-line tools are available to automate lip synchronization for animated projects?
    you: not recommended
    AI recommended (in order):
    1. Rhubarb Lip Sync
    2. Papagayo-NG
    3. OpenLipSync
    4. Mozilla DeepSpeech
    5. CMU Sphinx

    AI recommended 5 alternatives but never named DanielSWolf/rhubarb-lip-sync. 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 DanielSWolf/rhubarb-lip-sync?
    pass
    AI did not name DanielSWolf/rhubarb-lip-sync — 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 DanielSWolf/rhubarb-lip-sync in production, what risks or prerequisites should they evaluate first?
    pass
    AI named DanielSWolf/rhubarb-lip-sync 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 DanielSWolf/rhubarb-lip-sync solve, and who is the primary audience?
    pass
    AI named DanielSWolf/rhubarb-lip-sync explicitly

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

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DanielSWolf/rhubarb-lip-sync — 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