RRepoGEO

REPOGEO REPORT · LITE

yushangxiao/claude2api

Default branch main · commit c387010d · scanned 6/13/2026, 4:37:00 AM

GitHub: 599 stars · 131 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 yushangxiao/claude2api, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    claude, claude-api, llm-api, openai-compatible, ai-proxy, go, golang, image-recognition, file-upload, streaming-api, web-to-api
  • highreadme#2
    Reposition the README's opening paragraph to clarify its identity and language

    Why:

    CURRENT
    Transform Claude's web service into an API service, supporting image recognition, file upload, streaming transmission, thing output... The API supports access in the OpenAI format.
    COPY-PASTE FIX
    Claude2Api is a Go service that transforms Claude's web interface into a powerful, OpenAI-compatible API. It enables programmatic interaction with Claude, supporting advanced features like image recognition, file uploads, streaming responses, and access to Claude's thinking process.
  • mediumreadme#3
    Add a section to differentiate Claude2Api from similar tools or official SDKs

    Why:

    COPY-PASTE FIX
    ## Why Claude2Api?
Unlike official SDKs or generic API wrappers, Claude2Api specifically transforms Claude's web interface into a robust, OpenAI-compatible API. This allows you to leverage Claude's full web capabilities, including image recognition and file uploads, through a standardized API without needing direct Anthropic API access. It's ideal for integrating Claude into existing OpenAI-based workflows or applications.

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 yushangxiao/claude2api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BerriAI/litellm
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. BerriAI/litellm · recommended 1×
  2. tiangolo/fastapi · recommended 1×
  3. openai/openai-python · recommended 1×
  4. ollama/ollama · recommended 1×
  5. go-skynet/LocalAI · recommended 1×
  • CATEGORY QUERY
    How to expose a large language model web UI as an OpenAI-compatible API?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. FastAPI (tiangolo/fastapi)
    3. OpenAI Python Client (openai/openai-python)
    4. Ollama (ollama/ollama)
    5. LocalAI (go-skynet/LocalAI)
    6. LangChain (langchain-ai/langchain)
    7. Nginx (nginx/nginx)
    8. Lua (lua/lua)
    9. OpenResty (openresty/openresty)

    AI recommended 9 alternatives but never named yushangxiao/claude2api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to programmatically interact with AI chat models, including image and file uploads?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API (Python Client Library)
    2. Google AI SDK for Python
    3. LangChain
    4. LlamaIndex
    5. Anthropic API (Python Client Library)
    6. Hugging Face Transformers

    AI recommended 6 alternatives but never named yushangxiao/claude2api. 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 yushangxiao/claude2api?
    pass
    AI named yushangxiao/claude2api explicitly

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

  • If a team adopts yushangxiao/claude2api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yushangxiao/claude2api 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 yushangxiao/claude2api solve, and who is the primary audience?
    pass
    AI did not name yushangxiao/claude2api — 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?

Embed your GEO score

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yushangxiao/claude2api — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
yushangxiao/claude2api — RepoGEO report