RRepoGEO

REPOGEO REPORT · LITE

met4citizen/TalkingHead

Default branch main · commit 5a5698f8 · scanned 5/25/2026, 7:02:24 PM

GitHub: 1,298 stars · 307 forks

AI VISIBILITY SCORE
22 /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
1 / 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 met4citizen/TalkingHead, 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
    Add a clear, technology-specific introductory sentence to the README

    Why:

    CURRENT
    The current README starts with `# Talking Head (3D)` and then jumps to demo videos.
    COPY-PASTE FIX
    Add the following sentence immediately after the main title: "Talking Head (3D) is a powerful **JavaScript class** designed for **real-time lip-sync** with **full-body 3D avatars** directly within **web applications**."
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://met4citizen.github.io/TalkingHead/test/
  • mediumtopics#3
    Expand repository topics to include JavaScript and web application specifics

    Why:

    CURRENT
    3d-avatar, lip-sync, talking-avatar, talking-head, text-to-speech
    COPY-PASTE FIX
    3d-avatar, lip-sync, talking-avatar, talking-head, text-to-speech, javascript, web-applications, real-time, three.js

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 met4citizen/TalkingHead
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ready Player Me
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ready Player Me · recommended 2×
  2. mrdoob/three.js · recommended 1×
  3. BabylonJS/Babylon.js · recommended 1×
  4. DanielSWolf/rhubarb-lip-sync · recommended 1×
  5. Web Audio API · recommended 1×
  • CATEGORY QUERY
    How to create real-time lip-synced 3D avatars for web applications using JavaScript?
    you: not recommended
    AI recommended (in order):
    1. Ready Player Me
    2. Three.js (mrdoob/three.js)
    3. Babylon.js (BabylonJS/Babylon.js)
    4. Rhubarb Lip Sync (DanielSWolf/rhubarb-lip-sync)
    5. Web Audio API
    6. Mixamo
    7. ARKit
    8. ARCore
    9. WebXR Device API
    10. DeepMotion
    11. Blender (blender/blender)

    AI recommended 11 alternatives but never named met4citizen/TalkingHead. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What library can I use for AI-driven 3D avatar animation and text-to-speech synchronization?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion Animate 3D
    2. Ready Player Me
    3. Unreal Engine
    4. MetaHuman Creator
    5. Arcturus Lite
    6. Rokoko Studio
    7. AWS Polly
    8. Google Cloud Text-to-Speech
    9. Unity
    10. SALSA LipSync Suite
    11. Final IK
    12. Azure Cognitive Services Speech
    13. ElevenLabs
    14. Synthesia
    15. AWS Sumerian
    16. OpenPose
    17. MediaPipe
    18. Three.js
    19. Babylon.js
    20. Mozilla TTS
    21. Coqui TTS

    AI recommended 21 alternatives but never named met4citizen/TalkingHead. 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 met4citizen/TalkingHead?
    pass
    AI did not name met4citizen/TalkingHead — 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 met4citizen/TalkingHead in production, what risks or prerequisites should they evaluate first?
    pass
    AI named met4citizen/TalkingHead 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 met4citizen/TalkingHead solve, and who is the primary audience?
    pass
    AI did not name met4citizen/TalkingHead — 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 met4citizen/TalkingHead. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/met4citizen/TalkingHead"><img src="https://repogeo.com/badge/met4citizen/TalkingHead.svg" alt="RepoGEO" /></a>
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met4citizen/TalkingHead — 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