RRepoGEO

REPOGEO REPORT · LITE

flybirdxx/ComfyUI-Qwen-TTS

Default branch main · commit eca69944 · scanned 5/26/2026, 4:18:10 PM

GitHub: 1,534 stars · 160 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 flybirdxx/ComfyUI-Qwen-TTS, 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 the repository

    Why:

    COPY-PASTE FIX
    comfyui, text-to-speech, tts, qwen3-tts, voice-cloning, speech-synthesis, ai-art, custom-nodes
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) in the repository root to clearly state the project's licensing terms.
  • mediumhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Add a link to the project's official documentation or a dedicated project page (e.g., a GitHub Pages site, a section in a larger documentation portal) in the repository's 'About' section.

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 flybirdxx/ComfyUI-Qwen-TTS
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 1×
  2. RVC · recommended 1×
  3. Bark · recommended 1×
  4. XTTSv2 · recommended 1×
  5. VALL-E X · recommended 1×
  • CATEGORY QUERY
    How to add speech synthesis and voice cloning capabilities to ComfyUI?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. RVC
    3. Bark
    4. XTTSv2
    5. VALL-E X

    AI recommended 5 alternatives but never named flybirdxx/ComfyUI-Qwen-TTS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools provide custom voice design and text-to-speech generation?
    you: not recommended
    AI recommended (in order):
    1. Mozilla TTS
    2. Coqui TTS
    3. ESPnet
    4. Mycroft Mimic 3
    5. OpenVoice
    6. MaryTTS

    AI recommended 6 alternatives but never named flybirdxx/ComfyUI-Qwen-TTS. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 flybirdxx/ComfyUI-Qwen-TTS?
    pass
    AI did not name flybirdxx/ComfyUI-Qwen-TTS — 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 flybirdxx/ComfyUI-Qwen-TTS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named flybirdxx/ComfyUI-Qwen-TTS 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 flybirdxx/ComfyUI-Qwen-TTS solve, and who is the primary audience?
    pass
    AI named flybirdxx/ComfyUI-Qwen-TTS 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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flybirdxx/ComfyUI-Qwen-TTS — 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