RRepoGEO

REPOGEO REPORT · LITE

KellanM/OpenAI-Api-Unreal

Default branch main · commit dd840428 · scanned 6/3/2026, 2:43:09 PM

GitHub: 771 stars · 180 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 KellanM/OpenAI-Api-Unreal, 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 H1 to specify category

    Why:

    CURRENT
    # OpenAI API Plugin
    COPY-PASTE FIX
    # OpenAI API Plugin for Unreal Engine
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    unreal-engine, openai, game-development, ai-plugin, gpt, dalle, whisper, game-ai
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    Add a URL to the plugin's official download page, marketplace listing, or a dedicated project page (e.g., `https://github.com/KellanM/OpenAI-Api-Unreal/releases` or an Unreal Marketplace 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 KellanM/OpenAI-Api-Unreal
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 2×
  3. DALL-E 3 · recommended 1×
  4. Whisper · recommended 1×
  5. GPT-4o · recommended 1×
  • CATEGORY QUERY
    How can I integrate advanced generative AI features like image generation and speech transcription into a 3D game engine?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. DALL-E 3
    3. Whisper
    4. GPT-4o
    5. Hugging Face Transformers
    6. Stable Diffusion
    7. DALL-E Mini
    8. diffusers
    9. Wav2Vec2
    10. ONNX Runtime
    11. Google Cloud AI Platform
    12. Vertex AI
    13. Imagen
    14. Cloud Speech-to-Text
    15. Microsoft Azure AI Services
    16. Azure OpenAI Service
    17. Azure Cognitive Services
    18. Azure Speech-to-Text
    19. RunDiffusion
    20. Replicate
    21. NVIDIA Riva
    22. TensorFlow.js

    AI recommended 22 alternatives but never named KellanM/OpenAI-Api-Unreal. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for powering intelligent NPC dialogue and dynamic content generation in game development?
    you: not recommended
    AI recommended (in order):
    1. Inworld AI
    2. Replika Studio
    3. OpenAI API
    4. Character AI
    5. DeepMotion
    6. Charisma.ai
    7. StoryFit
    8. Hugging Face Transformers
    9. Llama 2
    10. Mistral
    11. Falcon

    AI recommended 11 alternatives but never named KellanM/OpenAI-Api-Unreal. 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 KellanM/OpenAI-Api-Unreal?
    pass
    AI did not name KellanM/OpenAI-Api-Unreal — 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 KellanM/OpenAI-Api-Unreal in production, what risks or prerequisites should they evaluate first?
    pass
    AI named KellanM/OpenAI-Api-Unreal 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 KellanM/OpenAI-Api-Unreal solve, and who is the primary audience?
    pass
    AI named KellanM/OpenAI-Api-Unreal explicitly

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

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KellanM/OpenAI-Api-Unreal — 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