RRepoGEO

REPOGEO REPORT · LITE

moyangzhan/langchain4j-aideepin

Default branch main · commit 00a525f5 · scanned 5/12/2026, 4:02:04 AM

GitHub: 1,270 stars · 311 forks

AI VISIBILITY SCORE
33 /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
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 moyangzhan/langchain4j-aideepin, 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 the README's opening to emphasize it's a complete AI productivity platform/tool, not just a LangChain4j extension.

    Why:

    CURRENT
    ## Getting Started
**LangChain4j-AIDeepin（得应AI） 是基于AI的工作效率提升工具。可用于辅助企业/团队进行技术研发、产品设计、人事/财务/IT信息咨询、系统/商品咨询、客服话术支撑等工作*
    COPY-PASTE FIX
    ## Getting Started
**LangChain4j-AIDeepin（得应AI） is an AI-based productivity platform and suite of tools (Chat, Draw, RAG, Workflow, MCP marketplace, ASR, TTS, Long-term memory etc).** It's designed to assist enterprises and teams with technical R&D, product design, HR/finance/IT consulting, system/product inquiries, and customer service support.
  • mediumtopics#2
    Add topics that reflect the project's comprehensive feature set and its identity as a productivity platform.

    Why:

    CURRENT
    ai-agent, ai-workflow, graphrag, knowlege-base, langchain4j, mcp, rag
    COPY-PASTE FIX
    ai-agent, ai-workflow, graphrag, knowlege-base, langchain4j, mcp, rag, ai-platform, productivity-tools, enterprise-ai, ai-suite, voice-ai, image-generation, long-term-memory, asr, tts, knowledge-management, workflow-automation, chat-bot
  • mediumreadme#3
    Add a clear 'Live Demo' heading and link in the README.

    Why:

    CURRENT
    ## 体验网址
http://www.aideepin.com
    COPY-PASTE FIX
    ## Live Demo / 体验网址
**Experience LangChain4j-AIDeepin in action at our live demo:** [http://www.aideepin.com](http://www.aideepin.com)

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 moyangzhan/langchain4j-aideepin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API (GPT-4/GPT-3.5)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API (GPT-4/GPT-3.5) · recommended 1×
  2. langchain-ai/langchain · recommended 1×
  3. run-llama/llama_index · recommended 1×
  4. Pinecone · recommended 1×
  5. weaviate/weaviate · recommended 1×
  • CATEGORY QUERY
    How can I build an AI assistant with knowledge base and workflow automation features?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API (GPT-4/GPT-3.5)
    2. LangChain (langchain-ai/langchain)
    3. LlamaIndex (run-llama/llama_index)
    4. Pinecone
    5. Weaviate (weaviate/weaviate)
    6. Chroma (chroma-core/chroma)
    7. Zapier
    8. Make.com
    9. Microsoft Azure AI Studio
    10. Azure OpenAI Service
    11. Azure Cognitive Search
    12. Power Automate
    13. Google Cloud Vertex AI
    14. Gemini API
    15. Google Cloud Search
    16. Google Cloud Workflows
    17. AppSheet
    18. Voiceflow
    19. Twillio Autopilot
    20. Twilio Functions
    21. Rasa (RasaHQ/rasa)

    AI recommended 21 alternatives but never named moyangzhan/langchain4j-aideepin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a productivity tool that integrates voice AI, image generation, and long-term memory.
    you: not recommended
    AI recommended (in order):
    1. Mem.ai
    2. Midjourney
    3. DALL-E 3
    4. Notion AI
    5. Obsidian
    6. Whisper
    7. Text Generator
    8. Evernote
    9. Craft

    AI recommended 9 alternatives but never named moyangzhan/langchain4j-aideepin. 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 moyangzhan/langchain4j-aideepin?
    pass
    AI did not name moyangzhan/langchain4j-aideepin — 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 moyangzhan/langchain4j-aideepin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named moyangzhan/langchain4j-aideepin 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 moyangzhan/langchain4j-aideepin solve, and who is the primary audience?
    pass
    AI named moyangzhan/langchain4j-aideepin explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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