RRepoGEO

REPOGEO REPORT · LITE

NeekChaw/awesome-prompt

Default branch main · commit f5d14358 · scanned 6/28/2026, 8:27:54 AM

GitHub: 1,325 stars · 242 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
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 NeekChaw/awesome-prompt, 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 specific, relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-prompts, prompt-engineering, chatgpt-prompts, midjourney-prompts, content-creation, social-media-marketing, wechat-marketing, xiaohongshu-marketing, ai-tools, awesome-list
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT License) in the repository root.
  • mediumreadme#3
    Refine the README's introductory paragraph for clarity on purpose and audience

    Why:

    CURRENT
    本仓库的目标是收录那些能够产出惊艳结果的“魔法咒语”，让每个人都能轻松驾驭 AI，创造出非凡的作品。
    COPY-PASTE FIX
    欢迎来到 **Awesome Prompts**！本仓库是一个精选的提示词宝库，专注于为内容创作者、营销人员和社交媒体运营者提供即插即用的高质量AI提示。我们的目标是收录那些能够产出惊艳结果的“魔法咒语”，助您轻松驾驭 AI，生成爆款文案、图片和创意内容。

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 NeekChaw/awesome-prompt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PromptBase
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PromptBase · recommended 1×
  2. FlowGPT · recommended 1×
  3. AIPRM for ChatGPT · recommended 1×
  4. ChatGPT · recommended 1×
  5. Copy.ai · recommended 1×
  • CATEGORY QUERY
    Where can I find high-quality AI prompts to generate engaging social media content?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. FlowGPT
    3. AIPRM for ChatGPT
    4. ChatGPT
    5. Copy.ai
    6. Jasper.ai
    7. r/ChatGPT
    8. r/PromptEngineering

    AI recommended 8 alternatives but never named NeekChaw/awesome-prompt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for curated prompt examples to summarize articles and create knowledge cards with AI.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Playground/API Documentation
    2. Anthropic Claude Documentation
    3. Hugging Face Transformers (huggingface/transformers)
    4. Google AI Studio / Gemini API Documentation
    5. Awesome-Prompt-Engineering (f/awesome-prompt-engineering)
    6. LearnPrompting.org
    7. Prompt Engineering Guide (dair-ai/Prompt-Engineering-Guide)

    AI recommended 7 alternatives but never named NeekChaw/awesome-prompt. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 NeekChaw/awesome-prompt?
    pass
    AI did not name NeekChaw/awesome-prompt — 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 NeekChaw/awesome-prompt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named NeekChaw/awesome-prompt 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 NeekChaw/awesome-prompt solve, and who is the primary audience?
    pass
    AI did not name NeekChaw/awesome-prompt — 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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NeekChaw/awesome-prompt — 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