RRepoGEO

REPOGEO REPORT · LITE

xstongxue/best-prompts

Default branch main · commit 90440001 · scanned 5/22/2026, 10:37:57 AM

GitHub: 1,193 stars · 112 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
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 xstongxue/best-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 the README's opening to highlight curation and scenario-specificity

    Why:

    CURRENT
    # best-prompts🚀

通用高质量 prompt 合集，可直接复制到聊天框使用。
    COPY-PASTE FIX
    # best-prompts🚀：高质量场景化 AI 提示词精选集

本仓库提供通用高质量、**场景细分**的 Prompt 精选集，助你高效驾驭 AI 创作与开发。每个 Prompt 都经过精心设计，可直接复制到聊天框使用，减少反复调试。
  • hightopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    prompt-engineering, vibe-coding
    COPY-PASTE FIX
    prompt-engineering, ai-prompts, llm-prompts, prompt-collection, awesome-prompts, academic-writing, code-generation, content-creation, chinese-prompts
  • mediumreadme#3
    Emphasize integration with AI Agent tools as a key feature

    Why:

    COPY-PASTE FIX
    Integrate a 'Key Features' section into the README, explicitly highlighting the 'Skill Version' integration: '✨ **Key Feature: AI Agent Integration** — This repository offers 'Skill Versions' for most scenarios, enabling seamless, automated prompt application with tools like Cursor, Claude Code, and OpenClaw, eliminating manual copy-pasting. Explore `best-skills` for more.'

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 xstongxue/best-prompts
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. Awesome-Prompts · recommended 1×
  4. OpenAI Playground Examples · recommended 1×
  5. Midjourney Community Showcase/Discord · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated collection of high-quality prompts for various AI tasks?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. FlowGPT
    3. Awesome-Prompts
    4. OpenAI Playground Examples
    5. Midjourney Community Showcase/Discord
    6. Lexica.art

    AI recommended 6 alternatives but never named xstongxue/best-prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for effective AI prompts to assist with academic writing and code documentation.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT (GPT-4)
    2. Claude 3 Opus
    3. Perplexity AI
    4. Elicit
    5. Gemini Advanced
    6. Grammarly (Premium)
    7. QuillBot
    8. DeepL Write
    9. GitHub Copilot
    10. Tabnine
    11. CodeWhisperer
    12. GitHub Copilot Chat
    13. Replit AI
    14. Postman (AI features)

    AI recommended 14 alternatives but never named xstongxue/best-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
    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 xstongxue/best-prompts?
    pass
    AI did not name xstongxue/best-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 xstongxue/best-prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xstongxue/best-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 xstongxue/best-prompts solve, and who is the primary audience?
    pass
    AI did not name xstongxue/best-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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xstongxue/best-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