RRepoGEO

REPOGEO REPORT · LITE

tech-shrimp/gemini-balance-lite

Default branch main · commit db158715 · scanned 6/13/2026, 9:07:45 AM

GitHub: 797 stars · 777 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 tech-shrimp/gemini-balance-lite, 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
    Clarify 'Gemini' in the repository description

    Why:

    CURRENT
    Gemini API 代理, 把Gemini API免费中转到国内。还可以聚合多个Gemini API Key，随机选取API Key的使用实现负载均衡，使得Gemini API免费成倍增加。
    COPY-PASTE FIX
    本项目是针对 **Google Gemini AI API** 的代理和负载均衡解决方案。它使用边缘函数将 Gemini API 免费中转到国内，并能聚合多个 Gemini API Key，通过随机选取实现负载均衡，从而成倍增加 Gemini API 的免费使用额度。
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    google-gemini, gemini-api, ai-proxy, load-balancing, serverless, edge-function, vercel, cloudflare-workers, deno
  • mediumreadme#3
    Add an explicit English clarification in the README's introduction

    Why:

    COPY-PASTE FIX
    Add this line directly after the main title `# Gemini Balance Lite`:

**Note: This project refers to Google's Gemini AI API, not the Gemini cryptocurrency exchange.**

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 tech-shrimp/gemini-balance-lite
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. Google Cloud AI Platform · recommended 1×
  3. Vertex AI · recommended 1×
  4. PaLM 2 · recommended 1×
  5. Google Cloud SDK · recommended 1×
  • CATEGORY QUERY
    How to access restricted AI model APIs and combine multiple keys for more free usage?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud AI Platform
    3. Vertex AI
    4. PaLM 2
    5. Google Cloud SDK
    6. gcloud
    7. Hugging Face Inference API
    8. huggingface_hub
    9. Microsoft Azure OpenAI Service
    10. Azure SDKs
    11. Azure Key Vault
    12. Anthropic Claude API
    13. HashiCorp Vault
    14. AWS Secrets Manager

    AI recommended 14 alternatives but never named tech-shrimp/gemini-balance-lite. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a serverless solution to load balance multiple large language model API keys.
    you: not recommended
    AI recommended (in order):
    1. AWS Lambda
    2. Amazon API Gateway
    3. Amazon DynamoDB
    4. Azure Functions
    5. Azure API Management
    6. Azure Cosmos DB
    7. Google Cloud Functions
    8. Google Cloud Endpoints
    9. Cloud Firestore
    10. Cloudflare Workers
    11. Workers KV
    12. Vercel Edge Functions
    13. Vercel KV
    14. OpenAI's own Load Balancing

    AI recommended 14 alternatives but never named tech-shrimp/gemini-balance-lite. 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 tech-shrimp/gemini-balance-lite?
    pass
    AI named tech-shrimp/gemini-balance-lite explicitly

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

  • If a team adopts tech-shrimp/gemini-balance-lite in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tech-shrimp/gemini-balance-lite 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 tech-shrimp/gemini-balance-lite solve, and who is the primary audience?
    pass
    AI did not name tech-shrimp/gemini-balance-lite — 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?

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite