RRepoGEO

REPOGEO REPORT · LITE

jiran214/GPT-vup

Default branch 2.0 · commit 826aed14 · scanned 5/27/2026, 5:48:13 AM

GitHub: 1,260 stars · 185 forks

AI VISIBILITY SCORE
28 /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
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 jiran214/GPT-vup, 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
    Update README's opening to clearly state archived status and redirect

    Why:

    CURRENT
    # GPT-vup Live2D数字人直播
    **(本库停止维护,可以关注下我的新项目:Langup: https://github.com/jiran214/langup-ai 已实现直播数字人)**
    COPY-PASTE FIX
    **ARCHIVED: This project is no longer maintained. For the active version, please see Langup: https://github.com/jiran214/langup-ai, which implements live digital humans.**
    
    # GPT-vup: AI-powered Interactive Virtual Streamer for BiliBili & Douyin
  • highreadme#2
    Add a concise, explicit description of the project's core function

    Why:

    CURRENT
    ## 简介
    **Real Virtual UP**
    支持BiliBili和抖音直播,基于生产者-消费者模型设计,使用了openai嵌入、GPT3.5 api
    (本库暂时停止维护)
    COPY-PASTE FIX
    GPT-vup was an open-source project for creating AI-powered interactive virtual streamers (VTubers) on BiliBili and Douyin. It enabled real-time interaction with viewers using OpenAI's GPT-3.5 API and embeddings, supporting features like answering chat, thanking gifts, and custom plugins for speech, actions, and scheduling.
  • mediumlicense#3
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root. For example, to use the MIT License, add the standard MIT license text to this file.

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 jiran214/GPT-vup
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unity
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Unity · recommended 2×
  2. Live2D Cubism · recommended 1×
  3. VTube Studio · recommended 1×
  4. PrPrLive · recommended 1×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    How can I set up an AI virtual streamer to interact with viewers on BiliBili or Douyin?
    you: not recommended
    AI recommended (in order):
    1. Live2D Cubism
    2. VTube Studio
    3. PrPrLive
    4. ChatGPT
    5. Baidu ERNIE Bot
    6. Unreal Engine
    7. Unity
    8. VRoid Studio
    9. Ready Player Me
    10. NVIDIA Audio2Face
    11. DeepMotion
    12. OBS Studio
    13. Streamlabs Desktop
    14. Voicemeeter Banana
    15. Google Cloud Text-to-Speech
    16. Microsoft Azure Text-to-Speech
    17. ElevenLabs
    18. BiliBili Open Platform APIs
    19. Douyin Open Platform APIs

    AI recommended 19 alternatives but never named jiran214/GPT-vup. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools integrate large language models for interactive live streaming avatars?
    you: not recommended
    AI recommended (in order):
    1. VSeeFace (VSeeFace/VSeeFace)
    2. Llama.cpp (ggerganov/llama.cpp)
    3. Ollama (ollama/ollama)
    4. python-osc (attwad/python-osc)
    5. Pygame (pygame/pygame)
    6. Tkinter
    7. Node.js (nodejs/node)
    8. Godot (godotengine/godot)
    9. Unity
    10. VRM4U (ruyo/VRM4U)
    11. Unreal Engine (EpicGames/UnrealEngine)
    12. Chatbot UI (mckaywrigley/chatbot-ui)
    13. OBS Studio (obsproject/obs-studio)

    AI recommended 13 alternatives but never named jiran214/GPT-vup. 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 jiran214/GPT-vup?
    pass
    AI named jiran214/GPT-vup explicitly

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

  • If a team adopts jiran214/GPT-vup in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jiran214/GPT-vup 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 jiran214/GPT-vup solve, and who is the primary audience?
    pass
    AI did not name jiran214/GPT-vup — 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?

Embed your GEO score

Drop this badge into the README of jiran214/GPT-vup. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/jiran214/GPT-vup.svg)](https://repogeo.com/en/r/jiran214/GPT-vup)
HTML
<a href="https://repogeo.com/en/r/jiran214/GPT-vup"><img src="https://repogeo.com/badge/jiran214/GPT-vup.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

jiran214/GPT-vup — 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