RRepoGEO

REPOGEO REPORT · LITE

Rfym21/Qwen2API

Default branch main · commit 6273baf9 · scanned 6/7/2026, 11:57:36 AM

GitHub: 653 stars · 159 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 Rfym21/Qwen2API, 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 the repository

    Why:

    COPY-PASTE FIX
    openai-api, qwen, llm-proxy, api-gateway, function-calling, multi-modal, chatgpt-next-web, lobechat
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a chosen open-source license (e.g., MIT, Apache-2.0). If a custom license is intended, add a clear statement to the README explaining the licensing terms.
  • mediumabout#3
    Update the repository description

    Why:

    CURRENT
    让 QwenLM 物尽其用
    COPY-PASTE FIX
    A proxy service to convert QwenLM (chat.qwen.ai, Qwen Code/Cli) into an OpenAI-compatible API, enabling use with clients like ChatGPT-Next-Web and LobeChat.

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 Rfym21/Qwen2API
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LiteLLM
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LiteLLM · recommended 2×
  2. LangChain · recommended 2×
  3. OpenRouter.ai · recommended 1×
  4. LocalAI · recommended 1×
  5. vLLM · recommended 1×
  • CATEGORY QUERY
    How to make a non-OpenAI large language model work with OpenAI API clients?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. LocalAI
    4. vLLM
    5. FastChat
    6. Ollama
    7. LangChain

    AI recommended 7 alternatives but never named Rfym21/Qwen2API. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to enable OpenAI function calling for alternative LLM providers.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. Mithril
    4. LangChain
    5. LlamaIndex

    AI recommended 5 alternatives but never named Rfym21/Qwen2API. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 Rfym21/Qwen2API?
    pass
    AI named Rfym21/Qwen2API explicitly

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

  • If a team adopts Rfym21/Qwen2API in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Rfym21/Qwen2API 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 Rfym21/Qwen2API solve, and who is the primary audience?
    pass
    AI named Rfym21/Qwen2API 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 Rfym21/Qwen2API. 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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HTML
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Rfym21/Qwen2API — 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