RRepoGEO

REPOGEO REPORT · LITE

openai/openai-java

Default branch main · commit 5bdf18d5 · scanned 5/29/2026, 11:26:09 AM

GitHub: 1,464 stars · 228 forks

AI VISIBILITY SCORE
49 /100
Critical
Category recall
1 / 2
Avg rank #3.0 when recommended
Rule findings
1 pass · 1 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 openai/openai-java, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    java, openai, api-client, llm, generative-ai, ai, chatbot
  • highhomepage#2
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://platform.openai.com
  • mediumreadme#3
    Enhance README opening to highlight key use cases like chatbots

    Why:

    CURRENT
    The OpenAI Java SDK provides convenient access to the OpenAI REST API from applications written in Java.
    COPY-PASTE FIX
    The official OpenAI Java SDK provides convenient, type-safe access to the OpenAI REST API, enabling Java developers to easily integrate powerful generative AI features like chatbots, content generation, and more into their applications.

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
1 / 2
50% of queries surface openai/openai-java
Avg rank
#3.0
Lower is better. #1 = top recommendation.
Share of voice
6%
Of all named tools, what % are you?
Top rival
langchain4j/langchain4j
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain4j/langchain4j · recommended 1×
  2. spring-projects/spring-ai · recommended 1×
  3. Hugging Face Inference API · recommended 1×
  4. numpy/jep · recommended 1×
  5. bartdag/py4j · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language models into my Java application easily?
    you: #3
    AI recommended (in order):
    1. LangChain4j (langchain4j/langchain4j)
    2. Spring AI (spring-projects/spring-ai)
    3. OpenAI Java Library (openai/openai-java) ← you
    4. Hugging Face Inference API
    5. Jep (numpy/jep)
    6. Py4J (bartdag/py4j)
    7. Google Cloud Vertex AI SDK for Java (googleapis/java-vertexai)
    8. AWS SDK for Java (aws/aws-sdk-java-v2)
    Show full AI answer
  • CATEGORY QUERY
    What's the best Java library for building AI chatbot features with generative models?
    you: not recommended
    AI recommended (in order):
    1. LangChain4j
    2. Spring AI
    3. OpenAI Java Library
    4. Google Cloud Client Libraries for Java
    5. google-cloud-aiplatform
    6. google-cloud-vertexai
    7. Hugging Face Transformers Java
    8. ONNX Runtime Java API
    9. Deeplearning4j

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

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