RRepoGEO

REPOGEO REPORT · LITE

ikechan8370/chatgpt-plugin

Default branch v3 · commit 00b24914 · scanned 5/30/2026, 3:07:13 PM

GitHub: 1,077 stars · 130 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 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 ikechan8370/chatgpt-plugin, 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 opening to clarify Yunzai-Bot plugin identity

    Why:

    CURRENT
    ChatGPT-Plugin 以 Chaite 为内核，将多模型渠道、工具、处理器、触发器、RAG 和管控面板封装成一套适配 Miao-Yunzai / Yunzai-Bot 的插件方案。
    COPY-PASTE FIX
    ChatGPT-Plugin 是一个专为 Miao-Yunzai / Yunzai-Bot 设计的智能聊天插件，它以 Chaite 为内核，提供多模型渠道、工具、RAG 和记忆管理等高级AI对话能力。
  • mediumcomparison#2
    Add a 'Why Choose ChatGPT-Plugin for Yunzai-Bot?' section

    Why:

    COPY-PASTE FIX
    Add a new section titled "为什么选择 ChatGPT-Plugin for Yunzai-Bot?" (Why Choose ChatGPT-Plugin for Yunzai-Bot?) that explicitly highlights its integrated, Yunzai-specific features (e.g., direct integration with Miao-Yunzai/Yunzai-Bot, BYM pseudo-person mode, visual management panel) compared to using raw LLM APIs or other general bot frameworks.
  • lowabout#3
    Expand GitHub 'About' description with key features

    Why:

    CURRENT
    云崽系机器人的智能聊天插件
    COPY-PASTE FIX
    专为 Miao-Yunzai / Yunzai-Bot 设计的智能聊天插件，以 Chaite 为内核，提供多模型渠道、RAG知识库、群记忆、伪人模式及可视化管理面板，支持多模态输入。

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 ikechan8370/chatgpt-plugin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Anthropic Claude · recommended 2×
  3. Hugging Face Inference API · recommended 2×
  4. Google Gemini API · recommended 1×
  5. Cohere · recommended 1×
  • CATEGORY QUERY
    How to integrate advanced AI conversational capabilities into a Yunzai-Bot for chat?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Anthropic Claude
    3. Google Gemini API
    4. Hugging Face Inference API
    5. Cohere

    AI recommended 5 alternatives but never named ikechan8370/chatgpt-plugin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a QQ bot plugin for intelligent chat with RAG, memory, and multi-modal support.
    you: not recommended
    AI recommended (in order):
    1. NoneBot2
    2. nonebot-plugin-chatglm
    3. OpenAI API
    4. Anthropic Claude
    5. ChromaDB
    6. Pinecone
    7. LangChain
    8. LlamaIndex
    9. Redis
    10. GPT-4V
    11. Gemini Pro Vision
    12. Go-CQHttp
    13. FastAPI
    14. Express
    15. Weaviate
    16. OpenAI GPT-4
    17. Mirai Console
    18. Mirai-Native
    19. Hugging Face Inference API
    20. Deeplearning4j
    21. QQBot
    22. OpenAI GPT-3.5/4
    23. Google Gemini
    24. Faiss
    25. Annoy
    26. Sentence Transformers

    AI recommended 26 alternatives but never named ikechan8370/chatgpt-plugin. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 ikechan8370/chatgpt-plugin?
    pass
    AI named ikechan8370/chatgpt-plugin explicitly

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

  • If a team adopts ikechan8370/chatgpt-plugin in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name ikechan8370/chatgpt-plugin — 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?

  • In one sentence, what problem does the repo ikechan8370/chatgpt-plugin solve, and who is the primary audience?
    pass
    AI did not name ikechan8370/chatgpt-plugin — 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

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ikechan8370/chatgpt-plugin — 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