RRepoGEO

REPOGEO REPORT · LITE

wikieden/Awesome-ChatGPT-Prompts-CN

Default branch main · commit 11d041bf · scanned 5/22/2026, 2:48:03 PM

GitHub: 1,342 stars · 114 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 wikieden/Awesome-ChatGPT-Prompts-CN, 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 to explicitly state 'Chinese Prompts Collection'

    Why:

    CURRENT
    # ChatGPT调教指南-咒语指南-聊天提示词指南
    COPY-PASTE FIX
    # 🚀 Awesome ChatGPT Prompts CN: 中文调教指南与咒语合集 (A Comprehensive Collection of Chinese ChatGPT Prompts and Tuning Guides)
  • highhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/wikieden/Awesome-ChatGPT-Prompts-CN
  • mediumreadme#3
    Add a concise English introductory paragraph to the README

    Why:

    CURRENT
    The current README starts with the H1, then ## 解除封印咒语 and #### 如果你想将你的 **ChatGPT** 调教成一只猫娘...
    COPY-PASTE FIX
    This repository serves as a comprehensive, high-quality collection of ChatGPT prompts and a detailed tuning guide, specifically curated for Chinese-speaking users. It aims to help you master prompt engineering for various applications, from creative writing to technical assistance, by providing practical examples and insights.

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 wikieden/Awesome-ChatGPT-Prompts-CN
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
huggingface/transformers
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. huggingface/transformers · recommended 1×
  2. OpenAI API · recommended 1×
  3. OpenAI Playground · recommended 1×
  4. Anthropic Console · recommended 1×
  5. langchain-ai/langchain · recommended 1×
  • CATEGORY QUERY
    How can I improve the quality of AI-generated text and code suggestions?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers (huggingface/transformers)
    2. OpenAI API
    3. OpenAI Playground
    4. Anthropic Console
    5. LangChain (langchain-ai/langchain)
    6. LlamaIndex (run-llama/llama_index)
    7. Pinecone
    8. Weaviate (weaviate/weaviate)
    9. ChromaDB (chroma-core/chroma)
    10. GPT-4
    11. Claude 3 Opus
    12. Gemini 1.5 Pro
    13. Pydantic (pydantic/pydantic)
    14. ESLint (eslint/eslint)
    15. Pylint (pylint-dev/pylint)
    16. Flake8 (PyCQA/flake8)
    17. Clang-Tidy

    AI recommended 17 alternatives but never named wikieden/Awesome-ChatGPT-Prompts-CN. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find effective prompt examples for diverse AI assistant applications like writing or coding?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Playground/Documentation
    2. Anthropic's Prompt Library/Documentation
    3. LearnPrompting.org
    4. Awesome-Prompt-Engineering
    5. Prompt Engineering Guide
    6. Hugging Face Hub
    7. ChatGPT/Bard/Claude

    AI recommended 7 alternatives but never named wikieden/Awesome-ChatGPT-Prompts-CN. 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 wikieden/Awesome-ChatGPT-Prompts-CN?
    pass
    AI did not name wikieden/Awesome-ChatGPT-Prompts-CN — 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 wikieden/Awesome-ChatGPT-Prompts-CN in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wikieden/Awesome-ChatGPT-Prompts-CN 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 wikieden/Awesome-ChatGPT-Prompts-CN solve, and who is the primary audience?
    pass
    AI did not name wikieden/Awesome-ChatGPT-Prompts-CN — 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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wikieden/Awesome-ChatGPT-Prompts-CN — 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