RRepoGEO

REPOGEO REPORT · LITE

YuJunZhiXue/StudyAnalysis-Skills

Default branch main · commit f8f8ce80 · scanned 6/9/2026, 5:08:15 PM

GitHub: 572 stars · 41 forks

AI VISIBILITY SCORE
17 /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
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 YuJunZhiXue/StudyAnalysis-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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-assistant, document-analysis, knowledge-extraction, interactive-learning, teaching-notes, llm-tools, generative-ai, markdown-generation, content-summarization, fact-verification
  • highreadme#2
    Clarify the README's opening sentence for AI

    Why:

    CURRENT
    **Knowledge Absorber** 是一个独立的“外挂大脑”模块。它赋予 AI 助手深度阅读、解析长文档并生成结构化知识晶体（Markdown + HTML）的能力。
    COPY-PASTE FIX
    **Knowledge Absorber** 是一个专为 AI 助手设计的独立“外挂大脑”模块，赋予其深度解析长文档、生成结构化知识晶体（Markdown + HTML）及交互式教学笔记的能力。
  • mediumlicense#3
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the content of the MIT License, as suggested by the badge in the README.

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 YuJunZhiXue/StudyAnalysis-Skills
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. langchain-ai/langchain · recommended 2×
  3. run-llama/llama_index · recommended 2×
  4. deepset-ai/haystack · recommended 2×
  5. GPT-4 · recommended 1×
  • CATEGORY QUERY
    How to build an AI assistant that deeply analyzes documents and generates interactive teaching notes?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GPT-4
    3. GPT-3.5 Turbo
    4. LangChain (langchain-ai/langchain)
    5. LlamaIndex (run-llama/llama_index)
    6. Hugging Face Transformers (huggingface/transformers)
    7. spaCy (explosion/spaCy)
    8. NLTK (nltk/nltk)
    9. Streamlit (streamlit/streamlit)
    10. Gradio (gradio-app/gradio)
    11. Google Cloud AI Platform
    12. Azure AI Services
    13. AWS AI Services
    14. Document AI
    15. Vertex AI
    16. Natural Language API
    17. Azure AI Document Intelligence
    18. Azure OpenAI Service
    19. Azure AI Language
    20. Amazon Textract
    21. Amazon Comprehend
    22. Amazon SageMaker
    23. React (facebook/react)
    24. Angular (angular/angular)
    25. Vue.js (vuejs/core)
    26. Haystack (deepset-ai/haystack)
    27. Elasticsearch (elastic/elasticsearch)
    28. Pinecone
    29. Weaviate (weaviate/weaviate)
    30. Chroma (chroma-core/chroma)
    31. FAISS (facebookresearch/faiss)
    32. Neo4j (neo4j/neo4j)

    AI recommended 32 alternatives but never named YuJunZhiXue/StudyAnalysis-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for AI to compare multiple information sources and verify facts from long documents?
    you: not recommended
    AI recommended (in order):
    1. Haystack (deepset-ai/haystack)
    2. LlamaIndex (run-llama/llama_index)
    3. LangChain (langchain-ai/langchain)
    4. OpenAI API
    5. Cohere
    6. Google Cloud Vertex AI

    AI recommended 6 alternatives but never named YuJunZhiXue/StudyAnalysis-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 YuJunZhiXue/StudyAnalysis-Skills?
    pass
    AI did not name YuJunZhiXue/StudyAnalysis-Skills — 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 YuJunZhiXue/StudyAnalysis-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named YuJunZhiXue/StudyAnalysis-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 YuJunZhiXue/StudyAnalysis-Skills solve, and who is the primary audience?
    pass
    AI did not name YuJunZhiXue/StudyAnalysis-Skills — 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 YuJunZhiXue/StudyAnalysis-Skills. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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YuJunZhiXue/StudyAnalysis-Skills — 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