55 lines
1.7 KiB
Markdown
55 lines
1.7 KiB
Markdown
---
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title: "Competition-Analysis"
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type: concept
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tags: []
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last_updated: 2026-04-22
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---
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## Overview
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在项目启动前，通过多平台（GitHub/npm/PyPI/Hacker News/Product Hunt）扫描竞品的存在性、成熟度和市场关注度的分析过程。是 [[Pre-Build Validation]] 的核心组成部分，帮助 AI Agent 和创业者判断赛道的真实竞争状态。
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## 5 Data Sources
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| 平台 | 评估维度 | 代表性指标 |
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|---|---|---|
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| GitHub | 仓库数量、Star 总数、贡献者活跃度 | Top 竞品 star counts |
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| npm | Node.js 包数量、下载量趋势 | 包生态成熟度 |
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| PyPI | Python 包数量、pip 安装量 | Python 领域成熟度 |
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| Hacker News | 讨论帖数量、帖子分数 | 技术社区关注度 |
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| Product Hunt | 早期产品数量、Upvote 数 | 市场需求验证 |
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## Process
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1. 输入：项目想法描述
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2. 扫描：5 个平台并行查询
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3. 聚合：综合评分（[[Reality-Signal]]）
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4. 输出：竞品列表 + 评分 + 转向建议
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## Output Example
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```
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reality_signal: 90/100 (very high)
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Top competitors:
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1. Gitea — 53,940 stars
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2. reviewdog — 9,104 stars
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3. Danger (Ruby) — 5,649 stars
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This space has 143,000+ related repos.
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Pivot suggestions:
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- Focus on a specific language (Rust/Go-only)
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- Target a specific framework (React/Vue component review)
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- Target a specific industry (financial/medical compliance)
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```
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## Relationship to Related Concepts
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- [[Pre-Build Validation]] ← 核心组成部分
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- [[Reality-Signal]] ← 输出指标
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- [[Pivot-Strategy]] ← 拥挤赛道的后续行动
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- [[idea-reality-mcp]] ← 技术实现工具
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## Related
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- [[Pre-Build Validation]]
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- [[Reality-Signal]]
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- [[Pivot-Strategy]]
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- [[idea-reality-mcp]]
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- [[Startup MVP Pipeline]]
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