RRepoGEO

REPOGEO REPORT · LITE

CJackHwang/AIstudioProxyAPI

Default branch main · commit 044c3db4 · scanned 5/23/2026, 7:36:44 AM

GitHub: 2,395 stars · 406 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)

2 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 CJackHwang/AIstudioProxyAPI, 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 sentence to highlight OpenAI compatibility for Google AI Studio

    Why:

    CURRENT
    将 Google AI Studio 网页界面转换为 OpenAI 兼容 API 的代理服务。
    COPY-PASTE FIX
    AI Studio Proxy API：一个将 Google AI Studio 网页界面转换为 OpenAI 兼容 API 的代理服务，让您可以使用现有的 OpenAI 工具和客户端访问 Google Gemini 模型。
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    api, camoufox, fastapi, google-ai-studio, middleware, openai, openai-api, playwright, proxy, python, reverse-proxy
    COPY-PASTE FIX
    api, camoufox, fastapi, google-ai-studio, middleware, openai, openai-api, playwright, proxy, python, reverse-proxy, gemini-api, openai-compatibility, ai-proxy
  • mediumreadme#3
    Add a 'Why Choose This?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    在 README 中添加一个新章节，例如 '为什么选择 AI Studio Proxy API？' 或 '与同类项目的比较'，明确阐述项目通过浏览器自动化实现 OpenAI 兼容性、认证轮转和 Cookie 管理等独特优势。

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 CJackHwang/AIstudioProxyAPI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI-Proxy
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI-Proxy · recommended 1×
  2. Go-ChatGPT-API · recommended 1×
  3. Chatbot UI · recommended 1×
  4. Puppeteer · recommended 1×
  5. Playwright · recommended 1×
  • CATEGORY QUERY
    Seeking a proxy to convert a web AI chat interface into an OpenAI API endpoint.
    you: not recommended
    AI recommended (in order):
    1. OpenAI-Proxy
    2. Go-ChatGPT-API
    3. Chatbot UI
    4. Puppeteer
    5. Playwright
    6. Nginx
    7. Caddy
    8. Flask
    9. Express.js
    10. requests
    11. axios
    12. Selenium

    AI recommended 12 alternatives but never named CJackHwang/AIstudioProxyAPI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to use a different web-based AI chat service with OpenAI API clients?
    you: not recommended
    AI recommended (in order):
    1. openai Python library (openai/openai-python)
    2. OpenRouter.ai
    3. Anyscale Endpoints
    4. Together AI
    5. Perplexity AI (PPLX API)
    6. Groq Cloud
    7. Mistral AI (Mistral API)

    AI recommended 7 alternatives but never named CJackHwang/AIstudioProxyAPI. 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 CJackHwang/AIstudioProxyAPI?
    pass
    AI named CJackHwang/AIstudioProxyAPI explicitly

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

  • If a team adopts CJackHwang/AIstudioProxyAPI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CJackHwang/AIstudioProxyAPI 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 CJackHwang/AIstudioProxyAPI solve, and who is the primary audience?
    pass
    AI did not name CJackHwang/AIstudioProxyAPI — 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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MARKDOWN (README)
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CJackHwang/AIstudioProxyAPI — 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