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Your competitor just launched. You have no idea how they grew so fast. Should you reverse-engineer their website? Track their social media? Map their growth flywheel? This gives you the complete SOP — from Wayback Machine snapshots to X/Twitter propagation analysis to growth flywheel scoring. Built from 150+ AI startup competitive analyses including the Lovable case study (4.3M views, 229K impressions launch day). By @WeiYipei. What's inside: • 4-step research framework (website teardown → social media → traffic sources → ad spend) • 3-version website evolution analysis (V1 / Beta / Launch via Wayback Machine) • X/Twitter propagation chain mapping (4-phase model + single-post teardown template) • Growth flywheel 6-stage scoring system (Activation → Referral → Acquisition → Retention → Revenue → Product) • KOL identification framework (Traffic King / Topic Starter / Mindset Shifter) • Content effectiveness ranking (validated: Visual Demo > User Story > Competitor Comparison) • ICP deep analysis template + Freemium pricing teardown • Complete self-check checklist 🇨🇳 你的竞品刚刚爆了。

你完全不知道他们怎么做到的。该拆官网?盯社媒?

画增长飞轮?这份 SOP 给你从 Wayback Machine 快照到 X/Twitter 传播链路还原到飞轮六阶段评分的完整方法论。基于 150+ AI 创业公司竞品分析实战,含 Lovable 完整案例。

🇯🇵 競合が突然バズった。どうやって成長したか全く分からない。このSOPは、Waybackスナップショットからツイッター伝播チェーン分析、フライホイール6段階スコアリングまでの完全な競合調査フレームワークを提供します。

150以上のAIスタートアップ分析から構築。

🇰🇷 경쟁사가 갑자기 폭발적으로 성장했습니다. 어떻게 그렇게 빨리 성장했는지 모릅니다. 이 SOP는 Wayback 스냅샷부터 X/Twitter 전파 체인 분석, 플라이휠 6단계 스코어링까지 완전한 경쟁사 조사 프레임워크를 제공합니다. 150개 이상의 AI 스타트업 분석에서 구축. Triggers: "competitor research" | "competitive analysis" | "competitor analysis" | "growth flywheel" | "market research" | "竞品调研" | "竞品分析" | "增长飞轮" | "传播链路" | "競合分析" | "경쟁사 분석" | "social media teardown" | "Twitter propagation" | "content strategy analysis"

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Files included (4)

  • SKILL.md9.3 KB
  • references/en/README.md3.6 KB
  • references/ja/README.md4.7 KB
  • references/ko/README.md4.1 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Competitor Research & Growth Flywheel Playbook — Full SOP

🌍 Language / 语言: 中文 | English | 日本語 | 한국어

Complete SOP for systematic competitor research: website evolution analysis, social media channel teardown, growth flywheel scoring, X/Twitter propagation chain mapping, and KOL identification. Battle-tested across 150+ AI startups. Includes Lovable full case study (Nov 2024 launch: 229K impressions, 4.3M video views, 10K+ Discord community).


一、竞品调研核心框架

1.1 四步调研法

步骤内容产出物
Step 1拆解竞品官网不同阶段版本官网演变路径、Value Proposition演进、获客结构
Step 2拆解竞品社媒渠道内容策略各渠道内容分类、发布节奏、KOL合作模式
Step 3导航站拆分(按需)导航站流量来源、友商投放入口
Step 4广告投放拆分(按需)投放渠道、素材策略、流量来源

1.2 工具清单

工具用途
Wayback Machine查看竞品历史官网快照
SimilarWeb流量来源分析、渠道分布
SemrushSEO、广告投放分析

二、官网拆解方法论

2.1 三个关键版本节点

  1. 第一版本的官网 — 最小可行版本
  2. 第一阶段Beta Test的官网 — 封闭测试期
  3. 第一阶段正式Launch的官网 — 公开上市

2.2 每版本记录维度

维度内容
一句话介绍核心Value Proposition
官网长度总屏数、落地页结构
用户案例行业/场景用例
框架结构Banner/Pricing/CTA
SEO动作标题/描述变化
社区渠道Discord/Reddit启动节点
集成生态第三方集成

2.3 对比表格模板

阶段时间节点Value Prop官网长度主要板块启动渠道关键Feature
V1YYYY-MM...X屏.........
BetaYYYY-MM...X屏.........
LaunchYYYY-MM...X屏.........

三、社媒渠道内容拆解

3.1 流量来源判断

先用SimilarWeb判断主要流量来源,再针对重点渠道深入拆解。优先分析对应渠道做得好的竞品。

3.2 Twitter/X 账号矩阵

账号类型拆解重点
官媒发布频次/节奏/风格、内容分类比例
创始人账号与官媒差异化程度
Dev Rel账号BD/生态合作内容
红人账号不同阶段KOL合作

3.3 内容发布节奏(四阶段)

内测(封闭测试)→ 大范围发布 → 长线运营 → Launch Week

3.4 各平台策略对比

维度X/TwitterYouTubeLinkedInTikTok
定位传播引爆用户激活企业获客破圈拉新
频率每日1-3条每周1-3条每周1-2条高

四、增长飞轮分析法

4.1 飞轮六阶段评分

阶段核心问题
创作(Activation)如何驱动"Aha Moment"?
分享(Referral)产品内有病毒传播机制?
发现(Acquisition)潜在用户如何被吸引?
互动(Retention)如何构建社区归属感?
变现(Revenue)免费→付费路径?
产品优化反馈如何驱动迭代?

4.2 强弱判断标准

指标强飞轮弱飞轮
留存Discord DAU高,UGC持续用户流失快
口碑有系统化用户故事传播无放大机制
付费触发点清晰路径模糊
持续性产品与社区闭环依赖外部投放

五、传播节点分析法

5.1 四阶段传播模型

阶段时间核心事件
内部点燃发布后数小时团队集体发声
生态催化1-2天合作伙伴背书
KOL引爆2-3天顶级KOL定性
广泛渗透持续数周多语种用户参与

5.2 内容效果排序(数据验证)

#类型效果
🥇视觉Demo(视频/动图)冲击力最强
🥈真实用户成功案例最可信
🥉竞品对比内容引发讨论
4量化数据展示社交货币
5功能公告覆盖窄

5.3 KOL识别标准

类型识别信号
流量王单帖>100K曝光
话题发动机评论区深度讨论
心智转折点"以后都用它了"

六、X/Twitter 深度分析

6.1 搜索语法

from:[Handle] since:YYYY-MM-DD until:YYYY-MM-DD -filter:retweets lang:en
"[产品名]" OR "[域名]" -from:[官方] since:YYYY-MM-DD -filter:retweets -filter:replies

6.2 单帖爆款拆解

维度分析
Hook从哪个角度讲?
Nugget什么让人忍不住转?
Feeling惊叹/好奇/FOMO?
视觉降低什么理解成本?

七、综合洞察框架

五维分析

维度输出
市场定位细分、画像、差异化
商业模式定价、飞轮
执行策略AARRR、内容日历
可复用策略战术+适用边界
风险识别+预警指标

自检清单

□ 覆盖三版本节点?
□ 拆解所有主要社媒渠道?
□ 识别增长飞轮及强弱?
□ 有传播数据支撑?
□ 提炼可复用策略+适用边界?
□ 识别风险+预警指标?
□ ICP覆盖3+类型?
□ 定价有升级路径分析?
□ 可行动战术建议?

Built from 150+ AI startup competitive analyses. Includes Lovable full case study (Nov 2024 launch). By @WeiYipei.

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