RRepoGEO

REPOGEO REPORT · LITE

YouMind-OpenLab/awesome-gemini-3-prompts

Default branch main · commit bab086b0 · scanned 6/26/2026, 4:08:21 AM

GitHub: 500 stars · 58 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 YouMind-OpenLab/awesome-gemini-3-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
  • highreadme#1
    Reposition README opening to highlight Gemini 3, visual, and multilingual features

    Why:

    CURRENT
    > 🎨 A curated collection of creative prompts for Google's Gemini 3
    COPY-PASTE FIX
    🎨 A curated collection of 50+ creative prompts specifically for Google's Gemini 3, featuring visual examples, multilingual support, and an instant gallery preview. This open-source library helps you maximize Gemini's capabilities with ready-to-use prompts.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    ai, awesome-list, gemini-ai, prompts
    COPY-PASTE FIX
    ai, awesome-list, gemini-ai, prompts, prompt-engineering, visual-prompts, multilingual, prompt-gallery, google-gemini
  • lowlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). See the LICENSE file for full details.

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 YouMind-OpenLab/awesome-gemini-3-prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
dair-ai/Prompt-Engineering-Guide
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. dair-ai/Prompt-Engineering-Guide · recommended 1×
  2. promptslab/Awesome-Prompt-Engineering · recommended 1×
  3. Learn Prompting · recommended 1×
  4. PromptBase · recommended 1×
  5. FlowGPT · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated collection of effective prompts for advanced AI models?
    you: not recommended
    AI recommended (in order):
    1. Prompt Engineering Guide (dair-ai/Prompt-Engineering-Guide)
    2. Awesome-Prompt-Engineering (promptslab/Awesome-Prompt-Engineering)
    3. Learn Prompting
    4. PromptBase
    5. FlowGPT
    6. OpenAI Cookbook
    7. Anthropic's Prompt Engineering Guide

    AI recommended 7 alternatives but never named YouMind-OpenLab/awesome-gemini-3-prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source library offering AI prompts with visual examples and multilingual options.
    you: not recommended
    AI recommended (in order):
    1. Prompt Engineering Guide
    2. Awesome-Prompt-Engineering
    3. Prompt Library
    4. Hugging Face Transformers
    5. LangChain
    6. LlamaIndex

    AI recommended 6 alternatives but never named YouMind-OpenLab/awesome-gemini-3-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
    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 YouMind-OpenLab/awesome-gemini-3-prompts?
    pass
    AI did not name YouMind-OpenLab/awesome-gemini-3-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 YouMind-OpenLab/awesome-gemini-3-prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named YouMind-OpenLab/awesome-gemini-3-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 YouMind-OpenLab/awesome-gemini-3-prompts solve, and who is the primary audience?
    pass
    AI did not name YouMind-OpenLab/awesome-gemini-3-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?

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YouMind-OpenLab/awesome-gemini-3-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