REPOGEO REPORT · LITE

justlovemaki/AIClient2API

Default branch main · commit c96e24c9 · scanned 5/26/2026, 11:56:53 AM

GitHub: 8,033 stars · 1,270 forks

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 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 justlovemaki/AIClient2API, 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

hightopics#1

Add specific LLM proxy/gateway topics

Why:

CURRENT

aicoding, free

COPY-PASTE FIX

llm-proxy, openai-api-compatibility, ai-gateway, multi-llm, gemini-api, claude-api, aicoding, free

mediumabout#2

Refine the repository description to emphasize 'proxy' and 'unification'

Why:

CURRENT

Simulates Gemini CLI, Antigravity, Codex, Grok, and Kiro client requests, compatible with the OpenAI API. It supports thousands of Gemini model requests per day and offers free use of the built-in Claude model in Kiro. Easily connect to any client via the API, making AI development more efficient!

COPY-PASTE FIX

An OpenAI-compatible API proxy that unifies requests from various AI clients (Gemini CLI, Antigravity, Codex, Grok, Kiro). It simulates client requests, supports thousands of Gemini model requests daily, and offers free use of the built-in Claude model in Kiro, making AI development more efficient.

lowreadme#3

Add a concise 'Key Features' section near the top of the README

Why:

COPY-PASTE FIX

## ✨ Key Features

*   **OpenAI API Compatibility:** Seamlessly integrate with existing OpenAI API tools and workflows.
*   **Unified AI Client Proxy:** Unifies requests from various client-only large language models (Gemini CLI, Antigravity, Codex, Grok, Kiro).
*   **Multi-Model Support:** Access and manage multiple AI models through a single interface.
*   **Free Claude Access:** Leverage the built-in Claude model in Kiro without additional cost.
*   **High-Volume Gemini Support:** Capable of handling thousands of Gemini model requests daily.
*   **Efficient AI Development:** Streamline your AI development by connecting any client via a standardized API.

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 justlovemaki/AIClient2API

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LiteLLM

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LiteLLM · recommended 2×
OpenRouter · recommended 2×
LocalAI · recommended 1×
vLLM · recommended 1×
FastChat · recommended 1×

CATEGORY QUERY
How can I unify various large language model clients into one OpenAI-compatible API?
you: not recommended
AI recommended (in order):
1. LiteLLM
2. OpenRouter
3. LocalAI
4. vLLM
5. FastChat
AI recommended 5 alternatives but never named justlovemaki/AIClient2API. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools allow accessing multiple AI models, including free options, through a single interface?
you: not recommended
AI recommended (in order):
1. OpenRouter
2. LiteLLM
3. Hugging Face Inference API
4. LM Studio
5. Ollama
6. LangChain
7. LlamaIndex
AI recommended 7 alternatives but never named justlovemaki/AIClient2API. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
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 justlovemaki/AIClient2API?
pass
AI named justlovemaki/AIClient2API explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts justlovemaki/AIClient2API in production, what risks or prerequisites should they evaluate first?
pass
AI named justlovemaki/AIClient2API 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 justlovemaki/AIClient2API solve, and who is the primary audience?
pass
AI named justlovemaki/AIClient2API 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 justlovemaki/AIClient2API. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

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HTML

<a href="https://repogeo.com/en/r/justlovemaki/AIClient2API"><img src="https://repogeo.com/badge/justlovemaki/AIClient2API.svg" alt="RepoGEO" /></a>

Pro

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justlovemaki/AIClient2API — 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