RRepoGEO

REPOGEO REPORT · LITE

ai365vip/chat-api

Default branch main · commit f7ea0d24 · scanned 6/1/2026, 6:56:55 PM

GitHub: 617 stars · 141 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 ai365vip/chat-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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    llm-proxy, api-gateway, openai-api, llm-management, billing, user-management, self-hosted, ai-api, chatgpt, claude
  • highreadme#2
    Reposition the README H1 and opening note to highlight core features

    Why:

    CURRENT
    # Chat API
    
    > [!NOTE]
    > 本项目是基于 One API 和 New API 进行二次开发的开源项目。感谢原作者的无私奉献。使用者必须在遵循 OpenAI 的使用条款以及相关法律法规的情况下使用,不得用于非法用途。
    
    > [!WARNING]
    > 本项目仅供个人学习使用,不保证稳定性,且不提供任何技术支持。使用者必须遵守 OpenAI 的使用条款和相关法律法规,禁止用于非法用途。根据《生成式人工智能服务管理暂行办法》,请勿在中国地区向公众提供未经备案的生成式人工智能服务。
    
    ## 主要特性
    COPY-PASTE FIX
    # Chat API: LLM API Aggregation & Management Platform
    
    > [!NOTE]
    > 本项目是基于 One API 和 New API 进行二次开发的开源项目,提供强大的LLM API聚合、用户管理和计费功能。感谢原作者的无私奉献。
    
    > [!WARNING]
    > 本项目仅供个人学习使用,不保证稳定性,且不提供任何技术支持。使用者必须在遵循 OpenAI 的使用条款以及相关法律法规的情况下使用,不得用于非法用途。根据《生成式人工智能服务管理暂行办法》,请勿在中国地区向公众提供未经备案的生成式人工智能服务。
    
    ## 主要特性
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    ## 许可证
    
    本项目遵循其上游项目 One API 和 New API 的许可协议。请查阅仓库中的 `LICENSE` 文件以获取详细信息。

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 ai365vip/chat-api
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. BerriAI/litellm · recommended 1×
  3. langchain-ai/langchain · recommended 1×
  4. run-llama/llama_index · recommended 1×
  5. Anyscale Endpoints · recommended 1×
  • CATEGORY QUERY
    How can I manage and aggregate various large language model APIs for my users?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LiteLLM (BerriAI/litellm)
    3. LangChain (langchain-ai/langchain)
    4. LlamaIndex (run-llama/llama_index)
    5. Anyscale Endpoints
    6. Azure AI Studio
    7. Google Cloud Vertex AI

    AI recommended 7 alternatives but never named ai365vip/chat-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a self-hosted solution to proxy AI models with custom billing and user management.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Proxy
    2. Django
    3. Node.js
    4. Express.js
    5. Stripe
    6. Keycloak
    7. Auth0
    8. LocalAI
    9. Paddle
    10. LiteLLM
    11. Python
    12. FastAPI
    13. Flask
    14. OpenAI
    15. Anthropic
    16. Cohere
    17. Supabase Auth
    18. Nginx
    19. Lua
    20. OpenResty
    21. Caddy
    22. Go
    23. Gin
    24. Fiber
    25. Kong Gateway
    26. Chargebee
    27. Apache APISIX

    AI recommended 27 alternatives but never named ai365vip/chat-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 ai365vip/chat-api?
    pass
    AI named ai365vip/chat-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 ai365vip/chat-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ai365vip/chat-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 ai365vip/chat-api solve, and who is the primary audience?
    pass
    AI named ai365vip/chat-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 ai365vip/chat-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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HTML
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ai365vip/chat-api — 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