RRepoGEO

REPOGEO REPORT · LITE

NIyueeE/ds-free-api

Default branch main · commit 9f033042 · scanned 6/27/2026, 11:11:48 PM

GitHub: 511 stars · 129 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 NIyueeE/ds-free-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
  • highreadme#1
    Reposition README's opening to clarify core function

    Why:

    CURRENT
    将免费的 DeepSeek 网页端对话反代并适配转换为标准的 OpenAI 与 Anthropic 兼容 API 协议（目前支持 chat completions 和 messages，包括流式返回与工具调用）。
    COPY-PASTE FIX
    DS-Free-API 是一个高性能的 Rust 实现的 API 代理，它将免费的 DeepSeek 网页端对话反代并适配转换为标准的 OpenAI 与 Anthropic 兼容 API 协议，支持流式返回、工具调用和文件上传，并内置了 Web 管理面板。
  • mediumhomepage#2
    Add repository URL as homepage

    Why:

    COPY-PASTE FIX
    https://github.com/NIyueeE/ds-free-api
  • mediumtopics#3
    Add `self-hosted` and `web-ui` to topics

    Why:

    CURRENT
    api, api-proxy, claude-api, deepseek-api, freeapi, openai-api, proxy-server, rust
    COPY-PASTE FIX
    api, api-proxy, claude-api, deepseek-api, freeapi, openai-api, proxy-server, rust, self-hosted, web-ui

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 NIyueeE/ds-free-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. DeepSeek · recommended 1×
  3. OpenAI · recommended 1×
  4. OpenRouter · recommended 1×
  5. LocalAI · recommended 1×
  • CATEGORY QUERY
    How can I integrate free DeepSeek web models with existing OpenAI-compatible tools?
    you: not recommended
    AI recommended (in order):
    1. DeepSeek
    2. OpenAI
    3. LiteLLM
    4. OpenRouter
    5. LocalAI
    6. LangChain
    7. LlamaIndex

    AI recommended 7 alternatives but never named NIyueeE/ds-free-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-hosted AI proxy with a web UI for managing multiple free accounts.
    you: not recommended
    AI recommended (in order):
    1. OpenAI-Proxy
    2. LiteLLM
    3. FreeGPT35-Proxy
    4. Pandora
    5. NextChat

    AI recommended 5 alternatives but never named NIyueeE/ds-free-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 NIyueeE/ds-free-api?
    pass
    AI did not name NIyueeE/ds-free-api — 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 NIyueeE/ds-free-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named NIyueeE/ds-free-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 NIyueeE/ds-free-api solve, and who is the primary audience?
    pass
    AI named NIyueeE/ds-free-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 NIyueeE/ds-free-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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NIyueeE/ds-free-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