RRepoGEO

REPOGEO REPORT · LITE

xing61/zzz-api

Default branch main · commit 93b30479 · scanned 6/1/2026, 9:38:29 AM

GitHub: 950 stars · 79 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 xing61/zzz-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
    Add a concise English summary to the README

    Why:

    COPY-PASTE FIX
    Add this to the very top of the README: "This repository provides a stable, enterprise-grade API proxy service for various large language models (LLMs) like OpenAI, Claude, and Gemini. It simplifies access for developers and businesses by eliminating the need for individual accounts, foreign credit cards, or managing multiple API keys."
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the full text of the intended open-source license.
  • mediumabout#3
    Condense and translate the repository description to English

    Why:

    CURRENT
    优质稳定的OpenAI、Claude等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增
    COPY-PASTE FIX
    Enterprise-grade API proxy for OpenAI, Claude, Gemini, and other large language models. Provides stable, unified access for developers and businesses, eliminating the need for individual accounts or foreign credit cards. Supports advanced features like fine-tuning and assistant APIs.

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 xing61/zzz-api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BerriAI/litellm
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. BerriAI/litellm · recommended 1×
  2. OpenRouter · recommended 1×
  3. Anyscale Endpoints · recommended 1×
  4. Together AI · recommended 1×
  5. Fireworks AI · recommended 1×
  • CATEGORY QUERY
    Need a unified API for various large language models, avoiding individual account management?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. OpenRouter
    3. Anyscale Endpoints
    4. Together AI
    5. Fireworks AI

    AI recommended 5 alternatives but never named xing61/zzz-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to access multiple LLM APIs, including fine-tuning, without needing foreign credit cards?
    you: not recommended
    AI recommended (in order):
    1. OpenAI
    2. Google Cloud Platform
    3. Gemini
    4. Vertex AI
    5. Hugging Face Hub
    6. AWS
    7. RunPod
    8. Vast.ai
    9. Replicate
    10. Anthropic
    11. Claude

    AI recommended 11 alternatives but never named xing61/zzz-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 xing61/zzz-api?
    pass
    AI named xing61/zzz-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 xing61/zzz-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xing61/zzz-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 xing61/zzz-api solve, and who is the primary audience?
    pass
    AI named xing61/zzz-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 xing61/zzz-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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite