REPOGEO REPORT · LITE

novicezk/midjourney-proxy

Default branch main · commit 0be95a91 · scanned 6/26/2026, 3:18:38 AM

GitHub: 5,331 stars · 2,416 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)

3 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 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's opening statement to clarify its unique value proposition

Why:

CURRENT

代理 MidJourney 的discord频道，实现api形式调用AI绘图

COPY-PASTE FIX

midjourney-proxy: 将MidJourney的Discord频道转化为可编程API，实现AI绘图的自动化与高级管理。

English | 中文

**midjourney-proxy** transforms MidJourney's Discord bot into a powerful, programmatic API, enabling developers to automate AI image generation, manage multiple accounts, and access advanced features directly via HTTP requests. It bridges the gap for integrating MidJourney into applications and workflows.

mediumtopics#2

Expand repository topics to include more specific keywords

Why:

CURRENT

midjourney, midjourney-api

COPY-PASTE FIX

midjourney, midjourney-api, discord-bot-api, ai-art-api, image-generation-api, proxy, wrapper, ai-automation

lowreadme#3

Add a 'Comparison' section to the README

Why:

COPY-PASTE FIX

## 对比其他AI绘图API

midjourney-proxy并非一个独立的AI绘图模型，而是MidJourney Discord机器人的API代理。这意味着：

- **专注于MidJourney生态**：我们提供对MidJourney所有最新功能和指令的全面支持，包括高级的图像操作和多账号管理。
- **非直接模型API**：与OpenAI DALL-E 3 API或Stability AI Stable Diffusion API等直接模型API不同，midjourney-proxy通过模拟Discord交互来提供服务，为用户提供更灵活的MidJourney集成方案。
- **解决Discord限制**：它解决了MidJourney在Discord环境中操作的限制，提供了更稳定、可编程的接口，尤其适合需要自动化和批量处理的场景。

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

Of all named tools, what % are you?

Top rival

Midjourney API

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Midjourney API · recommended 2×
Hugging Face Inference API · recommended 2×
OpenAI DALL-E 3 API · recommended 1×
Stability AI Stable Diffusion API · recommended 1×
Google Cloud Vertex AI (Imagen) · recommended 1×

CATEGORY QUERY
How to programmatically access AI image generation features typically found in chat applications?
you: not recommended
AI recommended (in order):
1. OpenAI DALL-E 3 API
2. Midjourney API
3. Stability AI Stable Diffusion API
4. Google Cloud Vertex AI (Imagen)
5. Anthropic Claude
6. Hugging Face Inference API
7. Replicate
AI recommended 7 alternatives but never named novicezk/midjourney-proxy. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools provide an API for managing multiple accounts and advanced controls for AI art generation?
you: not recommended
AI recommended (in order):
1. Stability AI API
2. Midjourney API
3. OpenAI API
4. RunDiffusion API
5. Replicate API
6. Hugging Face Inference API
AI recommended 6 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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MARKDOWN (README)

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HTML

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite