RRepoGEO

REPOGEO REPORT · LITE

su-kaka/gcli2api

Default branch master · commit a942367b · scanned 6/25/2026, 12:03:38 AM

GitHub: 4,940 stars · 1,318 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 su-kaka/gcli2api, 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 the README's opening to explicitly state its function as an LLM API gateway/proxy

    Why:

    CURRENT
    # GeminiCLI to API

**将 GeminiCLI 和 Antigravity 转换为 OpenAI 、GEMINI 和 Claude API 兼容接口**
    COPY-PASTE FIX
    # GeminiCLI to API: LLM API Gateway & Proxy

**将 GeminiCLI 和 Antigravity 转换为 OpenAI 、GEMINI 和 Claude API 兼容接口，作为统一的 LLM API 网关或代理，简化多模型集成。**
  • highabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/su-kaka/gcli2api
  • mediumtopics#3
    Add more general LLM API and integration-related topics

    Why:

    CURRENT
    antigravity-ide, antigravity2api, claude, claude-api, claude-code, gemini, gemini-ai, gemini-api, gemini-pro
    COPY-PASTE FIX
    antigravity-ide, antigravity2api, claude, claude-api, claude-code, gemini, gemini-ai, gemini-api, gemini-pro, llm-api, llm-proxy, api-gateway, multi-llm, llm-integration

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 su-kaka/gcli2api
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. langchain-ai/langchain · recommended 1×
  3. run-llama/llama_index · recommended 1×
  4. openai/openai-python · recommended 1×
  5. mindsdb/mindsdb · recommended 1×
  • CATEGORY QUERY
    How can I unify access to multiple large language model APIs for easier integration?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. LangChain (langchain-ai/langchain)
    3. LlamaIndex (run-llama/llama_index)
    4. OpenAI Python Library (openai/openai-python)
    5. MindsDB (mindsdb/mindsdb)
    6. Portkey.ai

    AI recommended 6 alternatives but never named su-kaka/gcli2api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a tool to convert existing AI command-line interfaces into standard API endpoints.
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. FastAPI
    3. Flask
    4. Django REST Framework
    5. OpenAPI Generator
    6. Swagger Codegen
    7. Docker
    8. Podman
    9. Nginx
    10. Caddy

    AI recommended 10 alternatives but never named su-kaka/gcli2api. 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 su-kaka/gcli2api?
    pass
    AI named su-kaka/gcli2api explicitly

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

  • If a team adopts su-kaka/gcli2api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named su-kaka/gcli2api 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 su-kaka/gcli2api solve, and who is the primary audience?
    pass
    AI named su-kaka/gcli2api explicitly

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

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su-kaka/gcli2api — 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