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