RRepoGEO

REPOGEO REPORT · LITE

billwuhao/ComfyUI_IndexTTS

Default branch main · commit e88d5946 · scanned 6/2/2026, 1:07:56 AM

GitHub: 528 stars · 49 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 billwuhao/ComfyUI_IndexTTS, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    comfyui, comfyui-node, text-to-speech, tts, voice-cloning, ai-art, generative-ai, speech-synthesis, multilingual-tts, dialogue-synthesis
  • highreadme#2
    Ensure the English README's opening clearly states it's a ComfyUI custom node

    Why:

    CURRENT
    The current English README (README-EN.md) may not explicitly state its ComfyUI custom node nature in the opening.
    COPY-PASTE FIX
    Add or ensure the very first sentence of `README-EN.md` clearly states: 'This repository provides a custom node for ComfyUI, integrating IndexTTS for high-quality voice cloning and text-to-speech generation.'
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://[YOUR_PROJECT_OR_DEMO_URL_HERE]

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 billwuhao/ComfyUI_IndexTTS
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. WellSaid Labs · recommended 2×
  3. Descript (Overdub) · recommended 1×
  4. Resemble AI · recommended 1×
  5. PlayHT · recommended 1×
  • CATEGORY QUERY
    Need a tool for high-quality voice cloning that supports realistic two-person dialogue.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript (Overdub)
    3. Resemble AI
    4. WellSaid Labs
    5. PlayHT

    AI recommended 5 alternatives but never named billwuhao/ComfyUI_IndexTTS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a text-to-speech solution with emotional range and multilingual support for cloning voices.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. Resemble.ai
    4. Play.ht
    5. WellSaid Labs
    6. Google Cloud Text-to-Speech

    AI recommended 6 alternatives but never named billwuhao/ComfyUI_IndexTTS. 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 billwuhao/ComfyUI_IndexTTS?
    pass
    AI named billwuhao/ComfyUI_IndexTTS explicitly

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

  • If a team adopts billwuhao/ComfyUI_IndexTTS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named billwuhao/ComfyUI_IndexTTS 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 billwuhao/ComfyUI_IndexTTS solve, and who is the primary audience?
    pass
    AI named billwuhao/ComfyUI_IndexTTS 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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billwuhao/ComfyUI_IndexTTS — 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