RRepoGEO

REPOGEO REPORT · LITE

tegnike/aituber-kit

Default branch main · commit abe1f795 · scanned 6/8/2026, 9:17:19 AM

GitHub: 991 stars · 192 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 tegnike/aituber-kit, 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 specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-characters, vtuber, ai-chatbot, generative-ai, web-application, ai-toolkit, realtime-ai, llm
  • highreadme#2
    Add a clear English tagline to the main README

    Why:

    CURRENT
    <p align="center"><strong>AIキャラ構築のオールインワンツールキット</strong></p>
    COPY-PASTE FIX
    <p align="center"><strong>An all-in-one toolkit for building and deploying AI-powered virtual streamers and interactive chat characters.</strong></p>
  • mediumreadme#3
    Add an English summary of the custom license to the README

    Why:

    COPY-PASTE FIX
    This project operates under a custom license. For commercial use and full terms, please consult the [LICENSE file](https://github.com/tegnike/aituber-kit/blob/main/LICENSE) for detailed information.

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 tegnike/aituber-kit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Character.AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Character.AI · recommended 1×
  2. Hugging Face Spaces · recommended 1×
  3. gradio-app/gradio · recommended 1×
  4. streamlit/streamlit · recommended 1×
  5. Streamlit Community Cloud · recommended 1×
  • CATEGORY QUERY
    How can I easily create and deploy a web application for chatting with AI characters?
    you: not recommended
    AI recommended (in order):
    1. Character.AI
    2. Hugging Face Spaces
    3. Gradio (gradio-app/gradio)
    4. Streamlit (streamlit/streamlit)
    5. Streamlit Community Cloud
    6. Repl.it
    7. Flask (pallets/flask)
    8. Django (django/django)
    9. Express.js (expressjs/express)
    10. OpenAI
    11. Anthropic
    12. Vercel
    13. Next.js (vercel/next.js)
    14. React (facebook/react)
    15. SvelteKit (sveltejs/kit)
    16. Svelte (sveltejs/svelte)
    17. Netlify
    18. Astro (withastro/astro)
    19. Google Cloud Run
    20. AWS Fargate
    21. AWS ECS

    AI recommended 21 alternatives but never named tegnike/aituber-kit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are open-source tools to build and host custom AI chatbot personalities online?
    you: not recommended
    AI recommended (in order):
    1. Rasa
    2. Botpress
    3. Open Assistant
    4. DeepPavlov
    5. ParlAI
    6. Hugging Face Transformers
    7. Gradio
    8. Streamlit

    AI recommended 8 alternatives but never named tegnike/aituber-kit. 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 tegnike/aituber-kit?
    pass
    AI named tegnike/aituber-kit explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite