REPOGEO REPORT · LITE

APIParkLab/APIPark

Default branch main · commit 6d611de3 · scanned 5/24/2026, 2:01:45 AM

GitHub: 1,726 stars · 233 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 APIParkLab/APIPark, 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

Strengthen README's opening sentence to highlight LLM API management and AI gateway

Why:

CURRENT

🦄 APIPark is an open-source, all-in-one AI gateway and API developer portal, helping developers and enterprises easily manage, integrate, and deploy AI services.

COPY-PASTE FIX

🦄 APIPark is an open-source, cloud-native **AI gateway and LLM API management platform**, designed to help developers and enterprises easily manage, unify, and deploy **all AI services** with a comprehensive developer portal.

mediumreadme#2

Add a 'Why APIPark?' section to explicitly state differentiators

Why:

COPY-PASTE FIX

Add a new section, e.g., "## ✨ Why APIPark Stands Out?" or "## 🚀 Key Differentiators", with bullet points like:
- "Unified management and standardization for 100+ mainstream LLMs and AI models (OpenAI, Claude, Gemini, DeepSeek, etc.)"
- "High-performance, cloud-native AI gateway for robust traffic handling and security."
- "Integrated developer portal for seamless API sharing, access control, and detailed analytics."
- "Open-source under Apache 2.0, providing a free and flexible solution for commercial use."
- "Simplifies AI usage and reduces maintenance costs by standardizing API requests and responses across diverse models."

lowtopics#3

Expand GitHub topics with more specific LLM provider names

Why:

CURRENT

ai, ai-gateway, api, api-gateway, api-platform, api-portal, apihub, claude, deepseek, developer-portal, gateway, llm-gateway, openai, qwen

COPY-PASTE FIX

ai, ai-gateway, api, api-gateway, api-platform, api-portal, apihub, claude, deepseek, developer-portal, gateway, llm-gateway, openai, qwen, azure-openai, google-gemini, anthropic-claude, chatglm, baidu-wenxin, xunfei-spark, alibaba-qwen, tencent-hunyuan, 360-zhinao

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 APIParkLab/APIPark

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LiteLLM

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

LiteLLM · recommended 1×
LangChain · recommended 1×
OpenRouter · recommended 1×
Portkey.ai · recommended 1×
Helicone.ai · recommended 1×

CATEGORY QUERY
How can I manage and unify various LLM APIs from different providers?
you: not recommended
AI recommended (in order):
1. LiteLLM
2. LangChain
3. OpenRouter
4. Portkey.ai
5. Helicone.ai
6. BlindAI
AI recommended 6 alternatives but never named APIParkLab/APIPark. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an open-source AI gateway with a developer portal for managing AI service access.
you: not recommended
AI recommended (in order):
1. Apache APISIX
2. APISIX Dashboard
3. APISIX Plugin for AI
4. Kong Gateway
5. Kong Manager
6. Kong Dev Portal
7. Tyk Gateway
8. Tyk Dashboard
9. Tyk Developer Portal
10. OpenResty
11. Swagger UI
12. Redoc
13. Gloo Gateway
14. Gloo UI
AI recommended 14 alternatives but never named APIParkLab/APIPark. 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 APIParkLab/APIPark?
pass
AI named APIParkLab/APIPark explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts APIParkLab/APIPark in production, what risks or prerequisites should they evaluate first?
pass
AI named APIParkLab/APIPark 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 APIParkLab/APIPark solve, and who is the primary audience?
pass
AI named APIParkLab/APIPark 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 APIParkLab/APIPark. 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)

[![RepoGEO](https://repogeo.com/badge/APIParkLab/APIPark.svg)](https://repogeo.com/en/r/APIParkLab/APIPark)

HTML

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

Pro

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APIParkLab/APIPark — 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