RRepoGEO

REPOGEO REPORT · LITE

Enemyx-net/VibeVoice-ComfyUI

Default branch main · commit b0a8efc2 · scanned 5/28/2026, 2:26:59 PM

GitHub: 1,491 stars · 236 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 Enemyx-net/VibeVoice-ComfyUI, 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 H1 and opening paragraph to emphasize ComfyUI custom nodes

    Why:

    CURRENT
    # VibeVoice ComfyUI Nodes

A comprehensive ComfyUI integration for Microsoft's VibeVoice text-to-speech model, enabling high-quality single and multi-speaker voice synthesis directly within your ComfyUI workflows.
    COPY-PASTE FIX
    # VibeVoice ComfyUI Custom Nodes

Integrate Microsoft's VibeVoice text-to-speech model directly into your ComfyUI workflows with these custom nodes. This project provides a comprehensive solution for high-quality single and multi-speaker voice synthesis, including advanced voice cloning and LoRA support, all within your visual node-based editor.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    [Your project's homepage URL, e.g., a GitHub Pages site, demo, or documentation]
  • lowreadme#3
    Clarify exclusive focus on Microsoft's VibeVoice in README

    Why:

    COPY-PASTE FIX
    Add this sentence to the 'Core Functionality' section or just after the introduction: `This project is dedicated exclusively to integrating Microsoft's VibeVoice model, providing its unique capabilities directly within ComfyUI.`

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 Enemyx-net/VibeVoice-ComfyUI
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. Play.ht · recommended 2×
  3. OpenAI TTS · recommended 1×
  4. Google Cloud Text-to-Speech · recommended 1×
  5. AWS Polly · recommended 1×
  • CATEGORY QUERY
    How can I add advanced text-to-speech and voice cloning capabilities to my node-based workflow editor?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. OpenAI TTS
    3. Google Cloud Text-to-Speech
    4. AWS Polly
    5. Azure AI Speech
    6. Play.ht
    7. Resemble.ai

    AI recommended 7 alternatives but never named Enemyx-net/VibeVoice-ComfyUI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow generating multi-speaker AI voices and cloning voices from audio samples?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. Resemble AI
    4. Speechify
    5. Murf.ai
    6. Play.ht
    7. Voice.ai

    AI recommended 7 alternatives but never named Enemyx-net/VibeVoice-ComfyUI. 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 Enemyx-net/VibeVoice-ComfyUI?
    pass
    AI named Enemyx-net/VibeVoice-ComfyUI explicitly

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

  • If a team adopts Enemyx-net/VibeVoice-ComfyUI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Enemyx-net/VibeVoice-ComfyUI 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 Enemyx-net/VibeVoice-ComfyUI solve, and who is the primary audience?
    pass
    AI named Enemyx-net/VibeVoice-ComfyUI 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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MARKDOWN (README)
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Enemyx-net/VibeVoice-ComfyUI — 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