RRepoGEO

REPOGEO REPORT · LITE

xiaoY233/Chat2API

Default branch main · commit 59f03ab2 · scanned 6/7/2026, 7:11:50 PM

GitHub: 1,010 stars · 260 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 xiaoY233/Chat2API, 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
    Emphasize "zero-cost web UI access" in the README's main description

    Why:

    CURRENT
    <p align="center">
  <strong>Multi-platform AI Service Unified Management Tool</strong>
</p>

<p align="center">
  Chat2API enables zero-cost access to leading AI models by leveraging official web UIs. It supports providers such as DeepSeek, GLM, Kimi, MiniMax, Qwen, and Z.ai, and seamlessly integrates with tools like openlcaw, Cline, and Roo-Code — making any OpenAI-compatible client work out of the box.
</p>
    COPY-PASTE FIX
    Chat2API: Zero-Cost Access to Leading AI Models via Official Web UIs. A Multi-platform Tool Providing OpenAI-Compatible API Endpoints for DeepSeek, GLM, Kimi, MiniMax, Qwen, Z.ai, and more, seamlessly integrating with any OpenAI-compatible client.
  • mediumtopics#2
    Add broader category topics for unified API access

    Why:

    CURRENT
    chatgpt-api, deepseek-chat, free-api, glm-5, kimi-k2, minimax-chat, qwen3
    COPY-PASTE FIX
    chatgpt-api, deepseek-chat, free-api, glm-5, kimi-k2, minimax-chat, qwen3, llm-api-gateway, openai-compatible-api, unified-api, ai-proxy
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## 📄 License
This project is licensed under [Specify License Name(s) here, e.g., "a custom license combining elements of X and Y"]. Please refer to the [LICENSE file](LICENSE) for full details.

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 xiaoY233/Chat2API
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. FastChat · recommended 2×
  4. LocalAI · recommended 1×
  5. vLLM · recommended 1×
  • CATEGORY QUERY
    How can I access multiple large language models using a unified OpenAI-compatible interface?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. LocalAI
    4. vLLM
    5. FastChat
    6. LangChain
    7. LlamaIndex

    AI recommended 7 alternatives but never named xiaoY233/Chat2API. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tool allows free access to diverse AI models by leveraging their official web interfaces?
    you: not recommended
    AI recommended (in order):
    1. OpenRouter
    2. LiteLLM
    3. FastChat
    4. Hugging Face Spaces
    5. Perplexity AI
    6. Google AI Studio
    7. Google Colaboratory
    8. Microsoft Copilot

    AI recommended 8 alternatives but never named xiaoY233/Chat2API. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 xiaoY233/Chat2API?
    pass
    AI named xiaoY233/Chat2API explicitly

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

  • If a team adopts xiaoY233/Chat2API in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xiaoY233/Chat2API 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 xiaoY233/Chat2API solve, and who is the primary audience?
    pass
    AI named xiaoY233/Chat2API explicitly

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

Embed your GEO score

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xiaoY233/Chat2API — 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