RRepoGEO

REPOGEO REPORT · LITE

xing61/ztoken-pro

Default branch main · commit 978a87eb · scanned 6/30/2026, 2:38:58 PM

GitHub: 957 stars · 80 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/ztoken-pro, 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
  • highabout#1
    Refine the 'About' description for clarity and conciseness

    Why:

    CURRENT
    稳定省钱的OpenAI、Claude、Gemini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！！ztoken pro
    COPY-PASTE FIX
    Ztoken Pro: A cost-effective, unified API proxy for OpenAI, Claude, Gemini, and other major AI models, designed for businesses and developers to bypass payment hurdles and simplify access.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file to the repository root, clearly stating the terms under which the project can be used and distributed.
  • mediumreadme#3
    Strengthen the README's opening paragraph with an explicit project definition

    Why:

    CURRENT
    Ztoken Pro - Same Models. Better Economics. <br> 稳定省钱的大模型API接口服务平台。ZToken聚合全球AI模型，官方合规渠道，拒绝掺水，在保障绝对纯正的前提下，帮您降本 20%-50% <br> 支持OpenAI, Anthropic、Gemini等多种接口格式访问大模型
    COPY-PASTE FIX
    Ztoken Pro is a unified, cost-effective API proxy service for major AI models like OpenAI, Claude, and Gemini. It provides a stable, compliant gateway for businesses and developers, offering significant cost savings (20-50%) while supporting all official API formats and advanced features.

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/ztoken-pro
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Azure OpenAI Service · recommended 2×
  3. Anyscale Endpoints · recommended 2×
  4. Google Cloud Vertex AI · recommended 1×
  5. Hugging Face Inference API · recommended 1×
  • CATEGORY QUERY
    Seeking a unified API gateway for diverse AI models, bypassing geographical payment hurdles.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Azure OpenAI Service
    3. Google Cloud Vertex AI
    4. Hugging Face Inference API
    5. AWS SageMaker
    6. AWS Marketplace for ML
    7. Anyscale Endpoints
    8. Cohere API
    9. Replicate

    AI recommended 9 alternatives but never named xing61/ztoken-pro. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cost-effective API proxy supporting advanced generative AI features like fine-tuning.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Azure OpenAI Service
    3. LiteLLM
    4. Anyscale Endpoints
    5. Helicone.ai
    6. LangChain
    7. Nginx
    8. Caddy
    9. Cloudflare Workers AI

    AI recommended 9 alternatives but never named xing61/ztoken-pro. 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/ztoken-pro?
    pass
    AI named xing61/ztoken-pro 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/ztoken-pro in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xing61/ztoken-pro 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/ztoken-pro solve, and who is the primary audience?
    pass
    AI named xing61/ztoken-pro explicitly

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

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xing61/ztoken-pro — 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