RRepoGEO

REPOGEO REPORT · LITE

novicezk/midjourney-proxy

Default branch main · commit 0be95a91 · scanned 5/15/2026, 11:23:23 AM

GitHub: 5,299 stars · 2,423 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 novicezk/midjourney-proxy, 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 and opening line to emphasize API proxy functionality

    Why:

    CURRENT
    <h1 align="center">midjourney-proxy</h1>
[English](./README_US.md) | 中文
代理 MidJourney 的discord频道，实现api形式调用AI绘图
    COPY-PASTE FIX
    <h1 align="center">Midjourney API Proxy</h1>
[English](./README_US.md) | 中文
一个强大的Midjourney Discord频道代理，提供完整的API接口，实现AI绘图的程序化调用。
  • mediumtopics#2
    Add more specific topics to align with programmatic AI image generation APIs

    Why:

    CURRENT
    midjourney, midjourney-api
    COPY-PASTE FIX
    midjourney, midjourney-api, ai-image-generation, api-wrapper, discord-bot-api
  • lowreadme#3
    Add a 'Why choose midjourney-proxy?' section to highlight its unique value

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps after '主要功能' (Main Features) or '快速启动' (Quick Start), titled '✨ 为什么选择 midjourney-proxy?' (Why choose midjourney-proxy?) that explains its benefits over direct Discord interaction or other generic AI APIs for Midjourney users, emphasizing programmatic control, multi-account management, and advanced features.

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 novicezk/midjourney-proxy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney API · recommended 2×
  2. Replicate · recommended 2×
  3. OpenAI DALL-E API · recommended 1×
  4. Stability AI API · recommended 1×
  5. Google Cloud Vertex AI · recommended 1×
  • CATEGORY QUERY
    Seeking a solution to programmatically control an AI image generation platform via API.
    you: not recommended
    AI recommended (in order):
    1. OpenAI DALL-E API
    2. Stability AI API
    3. Midjourney API
    4. Google Cloud Vertex AI
    5. RunwayML API
    6. Replicate

    AI recommended 6 alternatives but never named novicezk/midjourney-proxy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to manage multiple user accounts and advanced image generation features through an API?
    you: not recommended
    AI recommended (in order):
    1. Stability AI API (DreamStudio API)
    2. OpenAI API (DALL-E 3)
    3. Midjourney API
    4. Hugging Face Inference API
    5. Replicate
    6. AWS SageMaker
    7. Google Cloud AI Platform
    8. Azure Machine Learning

    AI recommended 8 alternatives but never named novicezk/midjourney-proxy. 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 novicezk/midjourney-proxy?
    pass
    AI did not name novicezk/midjourney-proxy — 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 novicezk/midjourney-proxy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named novicezk/midjourney-proxy 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 novicezk/midjourney-proxy solve, and who is the primary audience?
    pass
    AI named novicezk/midjourney-proxy 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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