REPOGEO REPORT · LITE

click33/chatgpt---mirror-station-summary

Default branch master · commit d9c0bad2 · scanned 5/31/2026, 5:52:59 PM

GitHub: 793 stars · 80 forks

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 click33/chatgpt---mirror-station-summary, 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 clearly state it's a list/directory of mirror sites

Why:

CURRENT

# chatgpt 镜像站汇总

## 个人能力有限，搜集到的不多，求大家多多贡献啊！众人拾柴火焰高！

### 介绍

汇总所有 chatgpt 镜像站，帮助国内在正常网络下的同学访问gpt。

COPY-PASTE FIX

# ChatGPT 镜像站汇总：免费、付费、多模态大模型访问列表

这是一个持续更新的 ChatGPT 镜像站和国内外大模型访问资源汇总列表，旨在帮助用户在国内正常网络环境下便捷地找到并使用各类 AI 聊天机器人服务。欢迎大家贡献！

mediumtopics#2
Expand and refine repository topics to reflect its nature as a curated list
Why:
CURRENT
```
chatgpt, chatgpt3
```
COPY-PASTE FIX
```
chatgpt, chatgpt-mirrors, ai-chatbots, llm-access, free-ai-tools, ai-resources, directory
```
lowhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/click33/chatgpt---mirror-station-summary
```

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 click33/chatgpt---mirror-station-summary

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Perplexity AI

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Perplexity AI · recommended 2×
OpenAI API · recommended 1×
Microsoft Azure OpenAI Service · recommended 1×
Hugging Face Transformers · recommended 1×
Llama 2 · recommended 1×

CATEGORY QUERY
Looking for ways to use AI chatbots like GPT-3.5 without official regional access.
you: not recommended
AI recommended (in order):
1. OpenAI API
2. Microsoft Azure OpenAI Service
3. Hugging Face Transformers
4. Llama 2
5. Mistral 7B
6. Falcon
7. Google Cloud Vertex AI
8. PaLM 2
9. Gemini
10. Anthropic Claude API
11. Claude 2
12. Claude 3
13. Perplexity AI
14. LiteLLM (BerriAI/litellm)
15. OpenRouter.ai
AI recommended 15 alternatives but never named click33/chatgpt---mirror-station-summary. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best free, no-login options for interacting with large language models?
you: not recommended
AI recommended (in order):
1. ChatGPT
2. Google Bard
3. Hugging Face Chat
4. Perplexity AI
5. Microsoft Copilot
6. Poe
AI recommended 6 alternatives but never named click33/chatgpt---mirror-station-summary. 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 click33/chatgpt---mirror-station-summary?
pass
AI did not name click33/chatgpt---mirror-station-summary — 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 click33/chatgpt---mirror-station-summary in production, what risks or prerequisites should they evaluate first?
pass
AI named click33/chatgpt---mirror-station-summary 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 click33/chatgpt---mirror-station-summary solve, and who is the primary audience?
pass
AI did not name click33/chatgpt---mirror-station-summary — 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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click33/chatgpt---mirror-station-summary — 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