RRepoGEO

REPOGEO REPORT · LITE

timqian/openprompt.co

Default branch main · commit 53e2f185 · scanned 5/14/2026, 3:33:14 AM

GitHub: 1,220 stars · 59 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 timqian/openprompt.co, 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 describe the OpenPrompt platform

    Why:

    CURRENT
    # OpenPrompt

This is a list of the most starred prompts on OpenPrompt.co. The list is updated every 24 hours.
    COPY-PASTE FIX
    # OpenPrompt

OpenPrompt is an open-source platform for creating, using, and sharing effective AI prompts. It provides a community-driven space to discover, manage, and contribute prompts for various AI models like ChatGPT and Midjourney. This repository contains the source code for the OpenPrompt.co platform, and also includes a regularly updated list of the most starred prompts.
  • mediumreadme#2
    Explicitly state the open-source and self-hostable nature of the platform

    Why:

    COPY-PASTE FIX
    OpenPrompt is built as an open-source project, allowing users to self-host the platform and contribute to its development. This fosters a transparent and community-driven approach to prompt engineering.
  • lowreadme#3
    Add a 'Features' section to detail platform capabilities

    Why:

    COPY-PASTE FIX
    ## Features

- **Create & Share:** Easily create and publish your own AI prompts.
- **Discover:** Browse a curated and community-ranked collection of prompts.
- **Manage:** Organize your favorite prompts and track their performance.
- **Community:** Engage with other prompt engineers and contribute to the ecosystem.
- **Open Source:** Full transparency and extensibility for developers.

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 timqian/openprompt.co
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Prompt Engineering Guide
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Prompt Engineering Guide · recommended 1×
  2. Awesome-Prompts · recommended 1×
  3. FlowGPT · recommended 1×
  4. PromptBase · recommended 1×
  5. LearnPrompting.org · recommended 1×
  • CATEGORY QUERY
    Where can I find a collection of popular and effective prompts for AI chatbots?
    you: not recommended
    AI recommended (in order):
    1. Prompt Engineering Guide
    2. Awesome-Prompts
    3. FlowGPT
    4. PromptBase
    5. LearnPrompting.org
    6. Reddit
    7. OpenAI Cookbook

    AI recommended 7 alternatives but never named timqian/openprompt.co. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a platform to create, manage, and share custom prompts for LLMs.
    you: not recommended
    AI recommended (in order):
    1. PromptLayer
    2. LangChain Hub
    3. Weights & Biases Prompts
    4. Humanloop
    5. Vellum
    6. GitHub
    7. GitLab
    8. Notion
    9. Confluence

    AI recommended 9 alternatives but never named timqian/openprompt.co. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 timqian/openprompt.co?
    pass
    AI did not name timqian/openprompt.co — 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 timqian/openprompt.co in production, what risks or prerequisites should they evaluate first?
    pass
    AI named timqian/openprompt.co 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 timqian/openprompt.co solve, and who is the primary audience?
    pass
    AI did not name timqian/openprompt.co — 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 timqian/openprompt.co. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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  • Brand-free category queries5 vs 2 in Lite
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