RRepoGEO

REPOGEO REPORT · LITE

B3o/GPTS-Prompt-Collection

Default branch main · commit ef8ee961 · scanned 5/24/2026, 10:07:30 AM

GitHub: 1,794 stars · 250 forks

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 B3o/GPTS-Prompt-Collection, 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
    Clarify the README's opening statement to emphasize it's a collection of prompts

    Why:

    CURRENT
    # GPTS-Prompt-Collection

> 项目将持续收集GPTS Store中的精彩Prompt🔍...
> 如果您觉得这项收集对您有所帮助，请给一个star⭐️，持续关注更新动态！

## 友情赞助：
    COPY-PASTE FIX
    # GPTS-Prompt-Collection: A Curated Collection of Prompts for Custom GPTs

> This project continuously collects and organizes high-quality prompts from the GPTS Store, making it a comprehensive resource for anyone building or using custom GPTs. If you find this collection helpful, please give it a star⭐️ and follow for updates!

## 友情赞助：
  • mediumreadme#2
    Add a 'Key Features' section to the README to clarify the repo's value proposition

    Why:

    COPY-PASTE FIX
    ## Key Features

- **Curated Collection:** A continuously updated selection of high-quality prompts from the GPTS Store.
- **Categorized for Easy Access:** Prompts are organized by categories like Writing, Developer, Productivity, and more.
- **Bilingual Support:** Includes prompts and descriptions in both Chinese and English.
  • lowhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    [Add a relevant URL, e.g., a project page or a dedicated landing page for the collection]

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 B3o/GPTS-Prompt-Collection
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
FlowGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. FlowGPT · recommended 2×
  2. PromptBase · recommended 2×
  3. Learn Prompting · recommended 2×
  4. Awesome-Prompts · recommended 1×
  5. Prompt Engineering Guide · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive collection of effective prompts for various AI applications?
    you: not recommended
    AI recommended (in order):
    1. Awesome-Prompts
    2. Prompt Engineering Guide
    3. FlowGPT
    4. PromptBase
    5. Learn Prompting
    6. OpenAI Cookbook

    AI recommended 6 alternatives but never named B3o/GPTS-Prompt-Collection. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for curated AI prompts to enhance productivity in development, writing, and business.
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. AIPRM for ChatGPT
    3. FlowGPT
    4. Learn Prompting
    5. Awesome ChatGPT Prompts
    6. Prompt Engineering Guide (by DAIR.AI)
    7. ChatGPT Prompt Engineering for Developers (DeepLearning.AI Course)

    AI recommended 7 alternatives but never named B3o/GPTS-Prompt-Collection. 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 B3o/GPTS-Prompt-Collection?
    pass
    AI did not name B3o/GPTS-Prompt-Collection — 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 B3o/GPTS-Prompt-Collection in production, what risks or prerequisites should they evaluate first?
    pass
    AI named B3o/GPTS-Prompt-Collection 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 B3o/GPTS-Prompt-Collection solve, and who is the primary audience?
    pass
    AI did not name B3o/GPTS-Prompt-Collection — 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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B3o/GPTS-Prompt-Collection — 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