RRepoGEO

REPOGEO REPORT · LITE

NeekChaw/awesome-prompt

Default branch main · commit f5d14358 · scanned 5/17/2026, 6:52:22 AM

GitHub: 1,293 stars · 239 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
23 /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
2 / 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
  • highreadme#1
    Reposition the README's opening to specify its niche

    Why:

    CURRENT
    欢迎来到 **Awesome Prompts**！

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**！

本仓库专注于收录能够产出惊艳结果的“魔法咒语”，特别针对**内容创作、社交媒体（如小红书、公众号）和知识卡片生成**等场景，让每个人都能轻松驾驭 AI，创造出非凡的作品。
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-prompts, prompt-engineering, content-creation, social-media, xiaohongshu, wechat, knowledge-cards, ai-tools, generative-ai
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the content of the MIT License.

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. ChatGPT · recommended 1×
  3. Claude · recommended 1×
  4. Google Gemini · recommended 1×
  5. Lexica.art · recommended 1×
  • CATEGORY QUERY
    How can I find high-quality AI prompts for engaging social media content?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. ChatGPT
    3. Claude
    4. Google Gemini
    5. Lexica.art
    6. Midjourney
    7. PromptHero
    8. Reddit
    9. DALL-E 2
    10. Stable Diffusion

    AI recommended 10 alternatives but never named NeekChaw/awesome-prompt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good AI prompts for summarizing articles and creating knowledge cards?
    you: not recommended
    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 named NeekChaw/awesome-prompt explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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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