RRepoGEO

REPOGEO REPORT · LITE

fruitbars/simple-one-api

Default branch main · commit 781afb74 · scanned 5/24/2026, 2:57:13 PM

GitHub: 2,309 stars · 200 forks

AI VISIBILITY SCORE
35 /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
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 fruitbars/simple-one-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

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

OVERALL DIRECTION
  • highreadme#1
    Strengthen README's opening statement to clarify core function

    Why:

    CURRENT
    ## 简介
目前市面上免费的使用国产的免费大模型越来越多，one-api对于个人用起来还是有点麻烦，就想要一个不要统计、流量、计费等等的适配程序即可。
还有一点是：即使有些厂商说兼容openai的接口，但是实际上还是存在些许差异的！！！
**simple-one-api**主要是解决以上2点，旨在兼容多种大模型接口，并统一对外提供 OpenAI 接口。通过该项目，用户可以方便地集成和调用多种大模型，简化了不同平台接口差异带来的复杂性。
    COPY-PASTE FIX
    ## 简介
simple-one-api 提供一个极致轻量、开箱即用的解决方案，通过标准的 OpenAI API 格式，无缝集成和管理多种大型语言模型（LLMs），包括百度千帆、讯飞星火、腾讯混元、MiniMax 和 Deep-Seek 等国产大模型。它旨在解决不同平台接口的兼容性差异，并以单一可执行文件形式，简化部署和使用，特别适合个人开发者和小型团队快速接入多样化的 AI 能力，无需复杂的统计或计费功能。
  • mediumcomparison#2
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    ## 对比同类项目

simple-one-api 与 LiteLLM、OpenRouter 等通用 LLM API 网关不同，我们专注于提供一个极致轻量、易于部署的单文件解决方案，特别优化了对国内主流大模型的兼容性。本项目的核心优势在于其“开箱即用”的特性，无需复杂的配置或数据库依赖，避免了统计、流量和计费等功能，旨在为个人开发者和小型团队提供一个纯粹、高效的 OpenAI 兼容接口，快速接入多样化的 AI 能力。

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 fruitbars/simple-one-api
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. OpenRouter · recommended 2×
  3. LangChain · recommended 2×
  4. FastAPI · recommended 2×
  5. LocalAI · recommended 1×
  • CATEGORY QUERY
    How can I unify various large language model APIs into a single OpenAI-compatible interface?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. LocalAI
    4. FastChat
    5. LangChain
    6. FastAPI
    7. Flask

    AI recommended 7 alternatives but never named fruitbars/simple-one-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's an easy way to integrate multiple LLM providers with a single API endpoint?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. Monic.ai
    4. Portkey.ai
    5. LangChain
    6. LlamaIndex
    7. FastAPI
    8. Express.js

    AI recommended 8 alternatives but never named fruitbars/simple-one-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
    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 fruitbars/simple-one-api?
    pass
    AI named fruitbars/simple-one-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 fruitbars/simple-one-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named fruitbars/simple-one-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 fruitbars/simple-one-api solve, and who is the primary audience?
    pass
    AI named fruitbars/simple-one-api explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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