RRepoGEO

REPOGEO REPORT · LITE

mn-api/awesome-ai-proxy

Default branch main · commit 6f9e63f2 · scanned 6/4/2026, 5:43:34 PM

GitHub: 715 stars · 26 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 mn-api/awesome-ai-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify the README's opening sentence to emphasize it's a list/comparison

    Why:

    CURRENT
    # awesome-ai-proxy
列出了市面上主流的GPT API 中转站，及其简单介绍，欢迎提issue添加或修改内容
    COPY-PASTE FIX
    # awesome-ai-proxy
这是一个精选列表，旨在聚合和比较市面上主流的AI API中转站（代理服务），提供其简单介绍、价格和模型支持。欢迎提issue添加或修改内容。
  • mediumabout#2
    Add a relevant homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://www.aiapipk.com

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 mn-api/awesome-ai-proxy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Vertex AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Vertex AI · recommended 2×
  2. OpenAI API · recommended 1×
  3. Anthropic Claude API · recommended 1×
  4. Mistral AI API · recommended 1×
  5. Perplexity AI API · recommended 1×
  • CATEGORY QUERY
    What are the best options for affordable AI API access with good model variety?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Anthropic Claude API
    3. Google Cloud Vertex AI
    4. Mistral AI API
    5. Perplexity AI API
    6. Hugging Face Inference API
    7. Cohere API

    AI recommended 7 alternatives but never named mn-api/awesome-ai-proxy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a comparison of different AI API proxy services and their performance?
    you: not recommended
    AI recommended (in order):
    1. Azure AI Studio / Azure OpenAI Service
    2. Google Cloud Vertex AI
    3. AnyScale
    4. LiteLLM (BerriAI/litellm)
    5. Portkey.ai
    6. OpenRouter.ai
    7. Helicone.ai

    AI recommended 7 alternatives but never named mn-api/awesome-ai-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
    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 mn-api/awesome-ai-proxy?
    pass
    AI did not name mn-api/awesome-ai-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 mn-api/awesome-ai-proxy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mn-api/awesome-ai-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 mn-api/awesome-ai-proxy solve, and who is the primary audience?
    pass
    AI named mn-api/awesome-ai-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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mn-api/awesome-ai-proxy — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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