RRepoGEO

REPOGEO REPORT · LITE

srcnalt/OpenAI-Unity

Default branch master · commit 054467e2 · scanned 6/1/2026, 1:12:02 AM

GitHub: 845 stars · 174 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 srcnalt/OpenAI-Unity, 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 H1 to clearly state Unity package purpose and features

    Why:

    CURRENT
    ## 📣 Check out Neocortex for easy Smart NPC integration!

[](https://twitter.com/sgt3v)

## OpenAI Unity Package
An unofficial Unity package that allows you to use the OpenAI API directly in the Unity game engine.
    COPY-PASTE FIX
    # OpenAI Unity Package: Seamlessly Integrate LLMs, AI Image Generation, Chatbots, and Speech Recognition into Unity Games
  • mediumtopics#2
    Expand topics with specific AI features and use cases

    Why:

    CURRENT
    chatgpt, dalle, openai, openai-api, unity, unity3d, whisper
    COPY-PASTE FIX
    chatgpt, dalle, openai, openai-api, unity, unity3d, whisper, llm, ai-image-generation, chatbot, speech-recognition, game-development, ai-games
  • lowreadme#3
    Move Neocortex promotion to a less prominent section

    Why:

    CURRENT
    ## 📣 Check out Neocortex for easy Smart NPC integration!
    COPY-PASTE FIX
    ## Related Projects

For easy Smart NPC integration, check out Neocortex: [https://neocortex.link](https://neocortex.link)

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 srcnalt/OpenAI-Unity
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. Hugging Face Transformers · recommended 1×
  3. Hugging Face's Inference API · recommended 1×
  4. ONNX Runtime · recommended 1×
  5. Stability AI API · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language models and AI image generation into my Unity game development?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers
    3. Hugging Face's Inference API
    4. ONNX Runtime
    5. Stability AI API
    6. Google Cloud AI Platform
    7. Vertex AI
    8. Azure AI Services
    9. Azure OpenAI Service
    10. Azure AI Vision

    AI recommended 10 alternatives but never named srcnalt/OpenAI-Unity. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for adding AI chatbot and speech recognition features to a Unity project?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. Google Dialogflow
    3. Azure Cognitive Services
    4. Azure Speech Service
    5. Language Understanding - LUIS
    6. OpenAI API
    7. Whisper API
    8. GPT-3.5/GPT-4
    9. Wit.ai
    10. IBM Watson Assistant
    11. IBM Watson Speech to Text
    12. AssemblyAI

    AI recommended 12 alternatives but never named srcnalt/OpenAI-Unity. 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 srcnalt/OpenAI-Unity?
    pass
    AI named srcnalt/OpenAI-Unity explicitly

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

  • If a team adopts srcnalt/OpenAI-Unity in production, what risks or prerequisites should they evaluate first?
    pass
    AI named srcnalt/OpenAI-Unity 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 srcnalt/OpenAI-Unity solve, and who is the primary audience?
    pass
    AI did not name srcnalt/OpenAI-Unity — 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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srcnalt/OpenAI-Unity — 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