RRepoGEO

REPOGEO REPORT · LITE

wildminder/ComfyUI-VibeVoice

Default branch main · commit 99a98031 · scanned 6/8/2026, 10:12:18 AM

GitHub: 585 stars · 108 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 wildminder/ComfyUI-VibeVoice, 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 'About The Project' to emphasize ComfyUI node first

    Why:

    CURRENT
    ## About The Project

VibeVoice is a novel framework by Microsoft for generating expressive, long-form, multi-speaker conversational audio. It excels at creating natural-sounding dialogue, podcasts, and more, with consistent voices for up to 4 speakers.
    COPY-PASTE FIX
    ## About The Project

**ComfyUI-VibeVoice** is a custom node that brings Microsoft's VibeVoice, a frontier model for generating expressive, long-form, multi-speaker conversational audio, directly into your ComfyUI workflows. This integration allows you to leverage VibeVoice's capabilities for natural-sounding dialogue, podcasts, and more, with consistent voices for up to 4 speakers, all within ComfyUI.
  • mediumhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/wildminder/ComfyUI-VibeVoice
  • lowtopics#3
    Add topics to clarify local/self-hosted nature

    Why:

    CURRENT
    ai-voice, ai-voice-clonining, audio, comfyui-custom-nodes-text-to-speech, comfyui-nodes, t2s, text-to-speech, tts, vibevoice, vibevoice-microsoft, voice-cloning, voice-generation
    COPY-PASTE FIX
    ai-voice, ai-voice-clonining, audio, comfyui-custom-nodes-text-to-speech, comfyui-nodes, t2s, text-to-speech, tts, vibevoice, vibevoice-microsoft, voice-cloning, voice-generation, local-inference, self-hosted, open-source-tts

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 wildminder/ComfyUI-VibeVoice
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 2×
  2. RVC · recommended 1×
  3. Bark · recommended 1×
  4. Coqui TTS · recommended 1×
  5. Tortoise-TTS · recommended 1×
  • CATEGORY QUERY
    How to generate expressive multi-speaker conversational audio within a ComfyUI workflow?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. RVC
    3. Bark
    4. Coqui TTS
    5. Tortoise-TTS
    6. OpenAI TTS

    AI recommended 6 alternatives but never named wildminder/ComfyUI-VibeVoice. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can create natural-sounding, long-form, multi-speaker dialogue from text?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. WellSaid Labs
    4. Google Cloud Text-to-Speech
    5. Amazon Polly
    6. Microsoft Azure AI Speech

    AI recommended 6 alternatives but never named wildminder/ComfyUI-VibeVoice. 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 wildminder/ComfyUI-VibeVoice?
    pass
    AI named wildminder/ComfyUI-VibeVoice explicitly

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

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

    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 wildminder/ComfyUI-VibeVoice. 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)
[![RepoGEO](https://repogeo.com/badge/wildminder/ComfyUI-VibeVoice.svg)](https://repogeo.com/en/r/wildminder/ComfyUI-VibeVoice)
HTML
<a href="https://repogeo.com/en/r/wildminder/ComfyUI-VibeVoice"><img src="https://repogeo.com/badge/wildminder/ComfyUI-VibeVoice.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

wildminder/ComfyUI-VibeVoice — 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