RRepoGEO

REPOGEO REPORT · LITE

mattnigh/ChatGPT-Free-Prompt-List

Default branch main · commit 9da3bb9b · scanned 6/23/2026, 10:58:07 PM

GitHub: 2,290 stars · 179 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 mattnigh/ChatGPT-Free-Prompt-List, 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 and description to clarify repo's identity as a web app codebase

    Why:

    CURRENT
    Description: "A free guide for learning to create ChatGPT3 Prompts"
README H1: "# PromptBin: Free Prompt List for AI tools"
    COPY-PASTE FIX
    Description: "A customizable web application codebase for managing and sharing AI prompts."
README H1: "# PromptBin: A Customizable Web App for AI Prompt Management"
  • highlicense#2
    Add a LICENSE file with the MIT License text

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the root directory containing the full text of the MIT License.
  • mediumtopics#3
    Expand topics to include technology and tool-oriented keywords

    Why:

    CURRENT
    ai, chatgpt, chatgpt3, chatgpt4, prompt-engineering, prompts
    COPY-PASTE FIX
    ai, chatgpt, chatgpt3, chatgpt4, prompt-engineering, prompts, web-application, prompt-manager, javascript, vite, github-pages

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 mattnigh/ChatGPT-Free-Prompt-List
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PromptLayer
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PromptLayer · recommended 1×
  2. GitHub · recommended 1×
  3. GitLab · recommended 1×
  4. Bitbucket · recommended 1×
  5. Notion · recommended 1×
  • CATEGORY QUERY
    How can I effectively organize and share AI prompts for my development team?
    you: not recommended
    AI recommended (in order):
    1. PromptLayer
    2. GitHub
    3. GitLab
    4. Bitbucket
    5. Notion
    6. Google Docs
    7. Microsoft Word
    8. Confluence
    9. Streamlit
    10. Gradio

    AI recommended 10 alternatives but never named mattnigh/ChatGPT-Free-Prompt-List. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a curated collection of effective prompts for various LLMs?
    you: not recommended
    AI recommended (in order):
    1. Awesome-Prompts
    2. Prompt Engineering Guide
    3. Learn Prompting
    4. OpenAI's Prompt Engineering Guide
    5. Anthropic's Prompt Engineering Guide
    6. Hugging Face's Prompt Engineering Resources

    AI recommended 6 alternatives but never named mattnigh/ChatGPT-Free-Prompt-List. 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 mattnigh/ChatGPT-Free-Prompt-List?
    pass
    AI did not name mattnigh/ChatGPT-Free-Prompt-List — 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 mattnigh/ChatGPT-Free-Prompt-List in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mattnigh/ChatGPT-Free-Prompt-List 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 mattnigh/ChatGPT-Free-Prompt-List solve, and who is the primary audience?
    pass
    AI did not name mattnigh/ChatGPT-Free-Prompt-List — 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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mattnigh/ChatGPT-Free-Prompt-List — 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