RRepoGEO

REPOGEO REPORT · LITE

L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN

Default branch main · commit 89146856 · scanned 6/23/2026, 9:54:22 AM

GitHub: 3,160 stars · 168 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 L1Xu4n/Awesome-ChatGPT-prompts-ZH_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 opening to clarify core purpose

    Why:

    CURRENT
    # Awesome ChatGPT Prompts zh_CN : 有趣的 ChatGPT 调教方法 中文
## 如果这篇文档帮到了你，请让我知道！...
    COPY-PASTE FIX
    # Awesome ChatGPT Prompts zh_CN : 有趣的 ChatGPT 调教方法 中文
本仓库提供了一系列中文ChatGPT提示，旨在帮助用户将大型语言模型（如ChatGPT、Claude、Bing Chat）调教成特定角色（如猫娘），并探索突破其限制、实现更自由输出的高级技巧。
## 如果这篇文档帮到了你，请让我知道！...
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a common open-source license, such as the MIT License.
  • mediumcomparison#3
    Add a section to README detailing differentiators

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, titled "与其他同类项目的区别" (Differences from similar projects), explicitly stating that this collection focuses on Chinese prompts for specific use cases like character persona and bypassing restrictions, distinguishing it from general English prompt collections or generic LLM tools.

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 L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Claude · recommended 1×
  3. Gemini · recommended 1×
  4. OpenAI Fine-tuning · recommended 1×
  5. huggingface/transformers · recommended 1×
  • CATEGORY QUERY
    How to make a large language model adopt a specific character persona?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Claude
    3. Gemini
    4. OpenAI Fine-tuning
    5. Hugging Face Transformers (huggingface/transformers)
    6. LangChain (langchain-ai/langchain)
    7. LlamaIndex (run-llama/llama_index)

    AI recommended 7 alternatives but never named L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking advanced prompt techniques to achieve unrestricted outputs from conversational AI.
    you: not recommended
    AI recommended (in order):
    1. CyberChef (gchq/CyberChef)
    2. Garak (Garak-LLM/Garak)

    AI recommended 2 alternatives but never named L1Xu4n/Awesome-ChatGPT-prompts-ZH_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 L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN?
    pass
    AI did not name L1Xu4n/Awesome-ChatGPT-prompts-ZH_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 L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN in production, what risks or prerequisites should they evaluate first?
    pass
    AI named L1Xu4n/Awesome-ChatGPT-prompts-ZH_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 L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN solve, and who is the primary audience?
    pass
    AI did not name L1Xu4n/Awesome-ChatGPT-prompts-ZH_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?

Embed your GEO score

Drop this badge into the README of L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN.svg)](https://repogeo.com/en/r/L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN)
HTML
<a href="https://repogeo.com/en/r/L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN"><img src="https://repogeo.com/badge/L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

L1Xu4n/Awesome-ChatGPT-prompts-ZH_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