RRepoGEO

REPOGEO REPORT · LITE

caozhiyuan/copilot-api

Default branch dev · commit a31c05eb · scanned 6/11/2026, 4:36:50 PM

GitHub: 853 stars · 180 forks

AI VISIBILITY SCORE
40 /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
3 / 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 caozhiyuan/copilot-api, 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's main heading and opening to emphasize 'AI code generation gateway'

    Why:

    CURRENT
    # Copilot API Proxy
    COPY-PASTE FIX
    # Copilot API: An OpenAI/Anthropic-compatible Gateway for AI Code Generation Models

This project provides a reverse-engineered GitHub Copilot integration that also functions as a versatile AI gateway. It unifies access to GitHub Copilot, the built-in `codex` provider, and configured third-party AI code generation models (such as DashScope) behind standard OpenAI- and Anthropic-compatible APIs. This allows tools like Claude Code to leverage various code assistants through a single local endpoint.
  • hightopics#2
    Add specific topics to clarify the repo's role as an AI code generation gateway

    Why:

    CURRENT
    codex, github-copilot, multi-provider
    COPY-PASTE FIX
    codex, github-copilot, multi-provider, ai-gateway, code-generation, llm-proxy, openai-api-proxy, anthropic-api-proxy
  • mediumabout#3
    Refine the repository description to highlight unified access for code generation

    Why:

    CURRENT
    OpenAI and Anthropic-compatible gateway for GitHub Copilot or Codex or third-party providers. Please read README.md completely before use!
    COPY-PASTE FIX
    An OpenAI and Anthropic-compatible gateway to unify access to GitHub Copilot, Codex, and other third-party AI code generation providers through a single API.

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 caozhiyuan/copilot-api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenRouter
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenRouter · recommended 1×
  2. BerriAI/litellm · recommended 1×
  3. mindsdb/mindsdb · recommended 1×
  4. langchain-ai/langchain · recommended 1×
  5. run-llama/llama_index · recommended 1×
  • CATEGORY QUERY
    How to unify access to various AI code generation models through a single API?
    you: not recommended
    AI recommended (in order):
    1. OpenRouter
    2. LiteLLM (BerriAI/litellm)
    3. MindsDB (mindsdb/mindsdb)
    4. LangChain (langchain-ai/langchain)
    5. LlamaIndex (run-llama/llama_index)
    6. Azure AI Studio
    7. Google Cloud Vertex AI
    8. NVIDIA NIM

    AI recommended 8 alternatives but never named caozhiyuan/copilot-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a compatible gateway to use different AI coding assistants with standard APIs.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Azure OpenAI Service
    3. LiteLLM
    4. LangChain
    5. LlamaIndex
    6. Helicone.ai
    7. Portkey.ai

    AI recommended 7 alternatives but never named caozhiyuan/copilot-api. 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 caozhiyuan/copilot-api?
    pass
    AI named caozhiyuan/copilot-api explicitly

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

  • If a team adopts caozhiyuan/copilot-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named caozhiyuan/copilot-api 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 caozhiyuan/copilot-api solve, and who is the primary audience?
    pass
    AI named caozhiyuan/copilot-api explicitly

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

Embed your GEO score

Drop this badge into the README of caozhiyuan/copilot-api. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite