RRepoGEO

REPOGEO REPORT · LITE

NoizAI/skills

Default branch main · commit 2a0e09d8 · scanned 6/7/2026, 4:08:28 PM

GitHub: 510 stars · 76 forks

AI VISIBILITY SCORE
30 /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
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 NoizAI/skills, 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's opening to emphasize skill management for AI bots

    Why:

    CURRENT
    Central repository for managing Skills to "human" vibe-talking.
    COPY-PASTE FIX
    NoizAI/skills is a central repository and CLI for managing modular skills that empower AI bots to communicate with human-like emotion and deliver voice messages directly to chat platforms.
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-skills, text-to-speech, bot-framework, voice-synthesis, llm-tools, chat-bot, ai-agent, speech-synthesis, voice-cloning, generative-ai
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    MIT License

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 NoizAI/skills
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. Google Cloud Text-to-Speech · recommended 1×
  3. Amazon Polly · recommended 1×
  4. Microsoft Azure AI Speech · recommended 1×
  5. Resemble AI · recommended 1×
  • CATEGORY QUERY
    How can I make my AI bot speak with human-like emotions and send voice messages?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Google Cloud Text-to-Speech
    3. Amazon Polly
    4. Microsoft Azure AI Speech
    5. Resemble AI
    6. Play.ht
    7. DeepMotion

    AI recommended 7 alternatives but never named NoizAI/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools offer local text-to-speech generation with fine-grained timing and emotional control?
    you: not recommended
    AI recommended (in order):
    1. Tacotron 2 / NVIDIA WaveGlow
    2. Mozilla TTS
    3. Coqui TTS
    4. MaryTTS
    5. eSpeak NG
    6. Rhasspy

    AI recommended 6 alternatives but never named NoizAI/skills. 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 NoizAI/skills?
    pass
    AI named NoizAI/skills explicitly

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

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

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

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  • Prioritized action items8 vs 3 in Lite
NoizAI/skills — RepoGEO report