RRepoGEO

REPOGEO REPORT · LITE

moyangzhan/langchain4j-aideepin

Default branch main · commit f2e97702 · scanned 6/22/2026, 10:16:59 AM

GitHub: 1,309 stars · 322 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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
    Clarify project identity in the README's opening statement

    Why:

    CURRENT
    **LangChain4j-AIDeepin — AI application platform.**

Integrates AI chat, knowledge base (RAG), workflow orchestration, long/short-term memory, MCP tools, and more — for rapidly building intelligent business assistants.
    COPY-PASTE FIX
    **AIDeepin is an AI application platform built with LangChain4j.** It integrates AI chat, knowledge base (RAG), workflow orchestration, long/short-term memory, MCP tools, and more — for rapidly building intelligent business assistants.
  • mediumtopics#2
    Expand repository topics for better categorization

    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, llm-platform, java, spring-boot, intelligent-assistants, ai-chat, knowledge-management, workflow-orchestration, ai-productivity, ai-application
  • lowreadme#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, `## Comparison` or `## Why AIDeepin?`, to explicitly outline its unique value proposition against common alternatives like LangChain, LlamaIndex, or Spring AI, focusing on its 'AI application platform' nature.

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
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Microsoft Semantic Kernel · recommended 1×
  4. OpenAI Assistants API · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    What platforms help build intelligent business assistants with RAG, workflow, and memory?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. OpenAI Assistants API
    5. Haystack
    6. Pinecone
    7. Weaviate
    8. ChromaDB
    9. FastAPI
    10. Flask
    11. Redis

    AI recommended 11 alternatives but never named moyangzhan/langchain4j-aideepin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Java-based framework to integrate AI chat, knowledge bases, and workflows.
    you: not recommended
    AI recommended (in order):
    1. Spring AI
    2. LangChain4j
    3. Quarkus
    4. Apache Camel
    5. Activiti
    6. Flowable
    7. JHipster

    AI recommended 7 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?

Embed your GEO score

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moyangzhan/langchain4j-aideepin — RepoGEO report