RRepoGEO

REPOGEO REPORT · LITE

GewoonJaap/gemini-cli-openai

Default branch main · commit 7fc66900 · scanned 6/10/2026, 10:53:06 AM

GitHub: 887 stars · 212 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)

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

AI VISIBILITY SCORE
22 /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
1 / 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 GewoonJaap/gemini-cli-openai, 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 README H1 and opening paragraph to clarify its proxy/wrapper nature

    Why:

    CURRENT
    # 🚀 Gemini CLI OpenAI Worker

Transform Google's Gemini models into OpenAI-compatible endpoints using Cloudflare Workers. Access Google's most advanced AI models through familiar OpenAI API patterns, powered by OAuth2 authentication and the same infrastructure that drives the official Gemini CLI.
    COPY-PASTE FIX
    # 🚀 Gemini CLI OpenAI Worker: OpenAI-Compatible Proxy for Gemini on Cloudflare Workers

Transform Google's Gemini models into OpenAI-compatible API endpoints using Cloudflare Workers. This project acts as a serverless proxy, allowing you to access Google's most advanced AI models through familiar OpenAI API patterns, powered by OAuth2 authentication and the same infrastructure that drives the official Gemini CLI.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, for example, using the MIT License template.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the homepage URL in the repository's About section to `https://github.com/GewoonJaap/gemini-cli-openai` (or a dedicated project page if one exists).

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 GewoonJaap/gemini-cli-openai
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. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. OpenRouter.ai · recommended 1×
  5. Custom API Wrapper/Proxy · recommended 1×
  • CATEGORY QUERY
    How to use Google's advanced AI models with existing OpenAI API integrations?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. LiteLLM
    4. OpenRouter.ai
    5. Custom API Wrapper/Proxy

    AI recommended 5 alternatives but never named GewoonJaap/gemini-cli-openai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a serverless proxy to make an alternative LLM compatible with OpenAI clients.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. FastAPI
    4. OpenAI Python Client
    5. Cloudflare Workers
    6. AWS API Gateway
    7. AWS Lambda

    AI recommended 7 alternatives but never named GewoonJaap/gemini-cli-openai. 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 GewoonJaap/gemini-cli-openai?
    pass
    AI did not name GewoonJaap/gemini-cli-openai — 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?

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