RRepoGEO

REPOGEO REPORT · LITE

mustvlad/ChatGPT-System-Prompts

Default branch main · commit e19d82a2 · scanned 6/27/2026, 3:02:44 PM

GitHub: 1,217 stars · 142 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)

3 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 mustvlad/ChatGPT-System-Prompts, 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 more specific prompt-related topics

    Why:

    CURRENT
    chatgpt, gpt4, openai
    COPY-PASTE FIX
    chatgpt, gpt4, openai, system-prompts, prompt-engineering, ai-prompts, llm-prompts, prompt-collection
  • highreadme#2
    Refine the README's opening sentence to clarify its utility

    Why:

    CURRENT
    This repository contains a curated list of the best system prompts for OpenAI's ChatGPT, enabling developers and users to customize their AI's behavior and interaction style.
    COPY-PASTE FIX
    This repository provides a comprehensive, ready-to-use collection of high-quality system prompts for OpenAI's ChatGPT, empowering developers and users to precisely customize their AI's persona, conversational style, and task performance across various applications.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/mustvlad/ChatGPT-System-Prompts

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 mustvlad/ChatGPT-System-Prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI · recommended 1×
  2. Anthropic · recommended 1×
  3. Hugging Face · recommended 1×
  4. Prompt Engineering Guide · recommended 1×
  5. GitHub Repositories · recommended 1×
  • CATEGORY QUERY
    Where can I find effective system instructions to guide conversational AI models?
    you: not recommended
    AI recommended (in order):
    1. OpenAI
    2. Anthropic
    3. Hugging Face
    4. Prompt Engineering Guide
    5. GitHub Repositories
    6. LangChain
    7. DeepLearning.AI

    AI recommended 7 alternatives but never named mustvlad/ChatGPT-System-Prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I customize an AI's conversational style and task performance effectively?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers (huggingface/transformers)
    3. Anthropic Claude
    4. Google Gemini
    5. LangChain (langchain-ai/langchain)
    6. LlamaIndex (run-llama/llama_index)
    7. Hugging Face's TRL (huggingface/trl)
    8. DeepMind's InstructGPT/Sparrow papers
    9. Microsoft Guidance (microsoft/guidance)

    AI recommended 9 alternatives but never named mustvlad/ChatGPT-System-Prompts. 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 mustvlad/ChatGPT-System-Prompts?
    pass
    AI did not name mustvlad/ChatGPT-System-Prompts — 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 mustvlad/ChatGPT-System-Prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mustvlad/ChatGPT-System-Prompts 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 mustvlad/ChatGPT-System-Prompts solve, and who is the primary audience?
    pass
    AI did not name mustvlad/ChatGPT-System-Prompts — 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

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mustvlad/ChatGPT-System-Prompts — 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