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Gingiris
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gingiris-b2b-growth

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 name: gingiris-b2b-growth
 description: |
-  🇺🇸 B2B SaaS Full-Lifecycle Growth Playbook — From PMF validation to ecosystem growth. Real cases from HeyGen, Deel, Vercel, Supabase, AWS. PLG/SLG strategies, affiliate marketing, channel partnerships.
-  🇨🇳 AI 全球 B2B 产品增长指南 — 从 PMF 验证到生态化增长的完整操作手册。整合 HeyGen、Deel、Vercel、Supabase、AWS 等标杆案例。PLG/SLG 策略、联盟营销、渠道合作。
-  🇯🇵 B2B SaaS成長プレイブック — PMF検証からエコシステム成長まで。HeyGen、Deel、Vercel、Supabase、AWSの実例。PLG/SLG戦略、アフィリエイト、チャネルパートナーシップ。
-  🇰🇷 B2B SaaS 성장 플레이북 — PMF 검증부터 생태계 성장까지. HeyGen, Deel, Vercel, Supabase, AWS 실제 사례. PLG/SLG 전략, 제휴 마케팅, 채널 파트너십.
-  Triggers: "B2B growth" | "PMF" | "product-market fit" | "PLG" | "SLG" | "affiliate marketing" | "channel partners" | "customer case study" | "B2B 增长" | "用户调研"
----
-# AI 全球 2B 产品全生命周期增长指南
-> 🌍 **Language / 语言**: [中文](#中文版) | [English](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/en/README.md) | [日本語](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ja/README.md) | [한국어](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ko/README.md)
 ---
-## 中文版
-> 版本：v4.0（终极融合版）| 整合 HeyGen、Deel、Vercel、Supabase、AWS 等标杆案例
-### 核心框架：增长飞轮
 ```
-     ┌─────────────┐
-     │  产品体验   │ ← PLG 核心
-     └──────┬──────┘
-            │
-     ┌──────▼──────┐
-     │  社区运营   │ ← CLG 放大
-     └──────┬──────┘
-            │
-     ┌──────▼──────┐
-     │ 渠道生态    │ ← 规模化
-     └──────┬──────┘
-            │
-     ┌──────▼──────┐
-     │  直销转化   │ ← SLG 变现
-     └─────────────┘
 ```
-### 详细指南（中文）
-| 主题 | 文件 |
 |:---|:---|
-| 奠定基石（PMF、用户调研、社区） | [references/foundation.md](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/foundation.md) |
-| 构建增长引擎（PLG/SLG、联盟、渠道） | [references/growth-engine.md](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/growth-engine.md) |
-| 价值呈现（销售Deck、案例叙事） | [references/value-presentation.md](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/value-presentation.md) |
-| 合同模板体系 | [references/contracts.md](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/contracts.md) |
-| 数据驱动增长 | [references/metrics.md](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/metrics.md) |
----
-## Quick Navigation (All Languages)
-| 🇨🇳 中文 | 🇺🇸 English | 🇯🇵 日本語 | 🇰🇷 한국어 |
-|:---|:---|:---|:---|
-| [奠定基石](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/foundation.md) | [Foundation](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/en/foundation.md) | [基盤構築](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ja/foundation.md) | [기반 구축](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ko/foundation.md) |
-| [增长引擎](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/growth-engine.md) | [Growth Engine](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/en/growth-engine.md) | [成長エンジン](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ja/growth-engine.md) | [성장 엔진](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ko/growth-engine.md) |
-| [价值呈现](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/value-presentation.md) | [Value Presentation](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/en/value-presentation.md) | [価値提示](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ja/value-presentation.md) | [가치 제시](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ko/value-presentation.md) |
-| [合同模板](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/contracts.md) | [Contracts](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/en/contracts.md) | [契約テンプレート](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ja/contracts.md) | [계약 템플릿](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ko/contracts.md) |
-| [数据指标](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/metrics.md) | [Metrics](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/en/metrics.md) | [指標体系](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ja/metrics.md) | [지표 체계](https://github.com/Gingiris-1031/gingiris-b2b-growth/blob/main/references/ko/metrics.md) |
----
-## 关键案例索引
-| 公司 | 亮点 |
 |:---|:---|
-| **HeyGen** | 1800次用户访谈找到PMF，20%持续佣金模型 |
-| **Deel** | 伙伴计划贡献$90M ARR，分级认证体系 |
-| **Vercel** | "The Frontend Cloud"品类定义，v0赋能伙伴100倍效率 |
-| **Supabase** | "Build in a weekend, scale to millions" |
-| **InVideo** | 50%首单高额返佣 |
 ---
-## 🔍 SEO & GEO 优化
-> 通过搜索引擎和 AI 搜索获取高质量 B2B 线索
-B2B 买家在每个决策阶段都有搜索行为，SEO/GEO 让你在整个漏斗中都能被发现：
-| 主题 | 说明 |
 |:---|:---|
-| [SEO/GEO 指南](references/seo-geo-guide.md) | 关键词矩阵、核心页面优化、内容营销 SEO、AI 引用优化 |
-**核心要点**:
-- 高意向关键词优先：pricing/demo/trial > vs竞品 > 品类词
-- 对比页是 B2B SEO 金矿：每个竞品单独页面
-- IndexNow 让定价/功能更新秒级索引
-- 案例研究既是 E-A-T 信号又是长尾关键词来源

 ---
 name: gingiris-b2b-growth
 description: |
+  🇺🇸 B2B SaaS Growth — PLG vs SLG Playbook — Diagnose whether your problem is distribution, pricing, or PMF. PLG/SLG selection by ACV and sales cycle, the 5-stage path from $0 to $10M ARR, NRR discipline, affiliate & channel motion, enterprise tiering. Built from HeyGen, Deel, Vercel, Supabase, Snowflake patterns.
+  🇨🇳 B2B SaaS 增长 — PLG vs SLG 决策手册 — 诊断你的瓶颈是分发、定价还是 PMF。按 ACV 和销售周期选 PLG/SLG，$0 → $10M ARR 的 5 阶段路径，NRR 纪律，联盟与渠道打法，Enterprise 分层。提炼自 HeyGen、Deel、Vercel、Supabase、Snowflake。
+  🇯🇵 B2B SaaS グロース — PLG vs SLG プレイブック — 課題が流通・価格・PMFのどれかを診断。ACVとセールスサイクルでPLG/SLG選定、$0→$10M ARRの5段階パス、NRR規律、アフィリエイト＆チャネル。
+  🇰🇷 B2B SaaS 성장 — PLG vs SLG 플레이북 — 병목이 유통·가격·PMF 중 무엇인지 진단. ACV와 세일즈 사이클로 PLG/SLG 선택, $0 → $10M ARR 5단계 경로, NRR 규율, 제휴 & 채널.
+  Triggers: "B2B growth" | "B2B SaaS" | "PLG" | "SLG" | "product-led growth" | "sales-led growth" | "PLG or SLG" | "SaaS pricing" | "ARR growth" | "NRR" | "go to market" | "enterprise sales" | "affiliate" | "PMF" | "B2B 增长" | "PLG 还是 SLG" | "SaaS 定价" | "渠道合作" | "PLG/SLG 선택"
+when_to_use: |
+  Use this skill when you need to: diagnose PLG vs SLG motion, grow B2B SaaS revenue from
+  $0 to $10M ARR, design SaaS pricing tiers, build affiliate/channel programs, validate PMF,
+  improve NRR, or structure enterprise sales motion.
+  Trigger phrases: "B2B growth" | "PLG vs SLG" | "SaaS pricing" | "enterprise sales" |
+  "ARR growth" | "B2B增长" | "PLG还是SLG" | "SaaS定价" | "渠道合作"
+source: https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/gingiris-b2b-growth
+tags:
+  - b2b-growth
+  - plg
+  - slg
+  - saas
+  - saas-marketing
+  - product-led-growth
+  - sales-led-growth
+  - b2b-saas
+  - startup-growth
+  - go-to-market
+  - revenue-growth
+  - mrr
+  - claude-code
+  - ai-agent-skill
+  - latest
 ---
+# B2B SaaS Growth — PLG / SLG Playbook
+> 🌍 **Language / 语言**: [English](#english-version) | [中文](#中文版)
+"People like it but revenue isn't growing" is rarely one problem. It's usually a **mis-matched motion**: a PLG product run with an SLG playbook, or vice versa. Start by diagnosing the motion, then walk the staged path.
+---
+## English Version
+### Pick your motion (the flywheel)
 ```
+        PLG (product-driven)
+              ↑
+   existing traffic + short decision
+   ←─────────────────────────────────→
+   needs trust + long cycle
+              ↓
+        SLG (sales-driven)
 ```
+| Signal | Motion | Reference |
+|:---|:---|:---|
+| ACV < $1k/yr **and** decision < 1 week | **PLG** | Vercel, Supabase |
+| ACV > $10k/yr **and** decision > 1 month | **SLG** | Snowflake, Databricks |
+| In between | **PLG-to-SLG hybrid** | HeyGen, Deel |
+### The 5-stage path
+| Stage | ARR | Key move |
+|:---|:---|:---|
+| **Pre-PMF** | $0–$100k | 10–30 user interviews; confirm the must-have before anything else |
+| **Early PMF** | $100k–$1M | Invest in **1–2 channels deeply** — do not spray |
+| **Growth** | $1M–$5M | Add affiliate + integration partners; PLG gets sales-assist |
+| **Scale** | $5M–$10M | Enterprise team, compliance (SOC 2), channel acceleration |
+| **Ecosystem** | $10M+ | Open platform, investor / agency distribution |
+### Conversion-first: grind signup-to-paid before you scale
+Counter-intuitive but field-proven: do not scale traffic until signup-to-paid conversion clears the bar. Below it, paid traffic is negative-ROI ("suicide marketing").
+| Benchmark | Threshold |
 |:---|:---|
+| ToC AI signup-to-paid | **>= 1.5%** before scaling (good products: 6-8%; best seen ~40%) |
+| ToB AI signup-to-paid | **> 10-15%** before scaling |
+| Teams that actually executed this | 4-8%+ signup-to-paid, and smoother fundraising |
+The SOP (200+ teams heard it; fewer than 10 executed):
+1. Freeze paid ads, influencer pushes, and launch campaigns until the benchmark is hit.
+2. Find the persona with the highest willingness to pay - talk to one user 5 times if needed.
+3. Resist FOMO from competitors' PR; hold the line for months.
+4. Proof case: one coached ToC product stayed quiet for ~6 months, reached 6-8% signup-to-paid - ~$5,000 MRR on ~10,000 registered users - then scaled, and the growth curve (and fundraising) took off.
+Unit economics, both ends:
+- Interview-driven path: Gamma, HeyGen, Lovable each ran ~500-1,000 user interviews within roughly half a year before scaling (self-reported industry accounts). HeyGen's 5-minute signup-to-pay flow was distilled from ~1,800 interviews - 1 free credit, paywall exactly at the aha moment.
+- Burn path (anonymized counterexample): tens of dollars per signup, hundreds of dollars per paying user.
+### Day-0 pricing discipline
+- **Charge from Day 0.** A pricing-test window is fine, but collect money - even $1 plants the "this is not a free product" perception. Paying users vote with their wallet; free users just have opinions.
+- **Don't wait for the paid tier to exist**: ship a (deliberately vague) pricing page with a contact form. Field result: dozens of price inquiries within two weeks; inquiry mix ~70% community-free / 20% personal / 10% team - and the question shifts from "is this free?" to "how much?"
+- Users genuinely pay for **at most ~3 points** in any product. Instrument usage, find them, gate there.
+### PLG-to-SLG watershed and lean-team benchmarks
+- Below **~$1M ARR**: PLG + organic + light paid marketing is enough. Above ~$1M ARR (and most ToB): you need SLG / local key-account channels to keep scaling.
+- Lean-team bar (podcast-recalled figures, treat as approximate): Notion ~4-8 people at million-user scale; ClickUp ~24 people at $1M ARR; several 8-10 person teams in the same space at $1M revenue. Operator rule: **over 25 people without $1M revenue = the org is the problem, not the market.**
+- Inbound-heavy SLG pattern (founder's own account, self-reported): Mattermost's community edition drives search ranking, self-serve trials, then inbound deals - growing from ~$100k contracts to ~$1M contracts without a large sales team. Dify sells a standardized on-prem edition at ~$30-50k per deal with a single deploy engineer, routing custom work to partner vendors.
+### Enterprise deal execution (private deployment & custom 2B)
+Winning the contract is half the job — getting paid in full is the other half. Distilled from a Multi-Agent open-source commercialization project retro.
+#### Payment structure & final-installment defense
+| Rule | Detail |
 |:---|:---|
+| Staged payments | Private deployment splits **3:4:3** or **4:4:2** — first features live / full deployment / final payment after 3–6 months of ops |
+| Collect on signature | **30% due the day the contract is signed** |
+| Late penalty | Written into the contract: **0.5% per day** overdue |
+| Final-payment leverage | Keep 1–2 features deployed on **your own servers** until the last payment clears — say it before signing, write it into the terms |
+| Who to chase | Chase the tail payment with the **highest-ranking contact**; if your champion stalls, escalate to the CEO once or twice |
+| Long-term direction | Every new deal: prepayment up, tail payment down |
+#### Scope control: SOR / SOW / CCB
+- Keep **SOR** (customer's raw asks) separate from **SOW** (acceptance criteria + delivery milestones + change terms); **sign the SOW together with the contract**.
+- All changes go through a **CCB**: customer initiates in writing → both PMs assess impact (cost / schedule) → both sides sign a change confirmation.
+- Leave a paper trail for everything; name the **acceptance contact** in the contract.
+- Customer gets excited on a call and promises the moon? **Only paperwork counts.**
+#### Commercial push-pull
+- Customer asks for 50 features and you could do 40 → "we can commit to 10, and because we want this to succeed we'll stretch to 15." Turn concessions into favors.
+- Requests you don't want → **price them up** (pad the person-days) instead of refusing outright.
+- Private deployment has only **two legitimate drivers**: data privacy + internal permission-system integration. Everything else belongs on SaaS.
+- SaaS customization → sell a **License**. SSO and similar integrations → open API + standard docs, let the customer build it themselves.
+#### Revenue & channel math
+| Path to $1M ARR | Breakdown |
+|:---|:---|
+| Enterprise route | 9 × $100k 2B customers |
+| Subscription route | ~~5,000 × $200/yr subscribers (≈500 per $100k) per $100k (≈5,000 for $1M) |
+| Channel tier | Terms |
+|:---|:---|
+| Reseller | 10–20% referral fee |
+| Silver (>$100k/yr sales) | 15% |
+| Gold (>$300k/yr sales) | 20% |
+Reseller due diligence — three questions: what did you resell before? where do your customers come from? reseller or service partner?
+**2B content formula**: 80% how you helped customers succeed + 20% about the customer. Deck narrative: pain first, then the fix.
+> Deep dive: `references/deal-execution.md`. The full operator layer (contract-clause quick cards, the 12-question pre-signing checklist, negotiation scripts) ships with the Gingiris paid field manual → https://gingiris.tools/playbook/2b-deals/
+### B2B content is different from B2C
+- **Must** have a case study (ROI / time saved / headcount saved).
+- **Must** have verifiable numbers ("customer X saved Y hours/month").
+- **Must** have a CFO-friendly pricing page (ROI calculator, annual discount, compliance docs).
+- ❌ No B2C hype words ("amazing", "magical").
+### Anti-patterns
+- ❌ Paid acquisition before PMF — you burn cash 10× faster than you learn.
+- ❌ Forcing PLG → SLG at $1M just because. Vercel held PLG to $100M.
+- ❌ Watching ARR but ignoring **NRR**. NRR < 100% = a leaking bucket.
+- ❌ One contract template for everyone — split startup / mid-market / enterprise.
+### What to do next
+- Pre-PMF → run formal user interviews to find the must-have.
+- Post-PMF, need content → move to the blog/SEO workflow (B2B voice: data > story).
+- Going global → localize the listing and pricing.
+- Benchmarking a rival → run a competitor teardown.
 ---
+## 中文版
+### 选你的增长引擎（飞轮）
+```
+        PLG（产品驱动）
+              ↑
+   已有流量 + 短决策
+   ←─────────────────────────────────→
+   需要信任 + 长周期
+              ↓
+        SLG（销售驱动）
+```
+| 信号 | 引擎 | 对标 |
+|:---|:---|:---|
+| ACV < $1k/年 **且** 决策 < 1 周 | **PLG** | Vercel、Supabase |
+| ACV > $10k/年 **且** 决策 > 1 个月 | **SLG** | Snowflake、Databricks |
+| 中间 | **PLG-to-SLG 混合** | HeyGen、Deel |
+### 5 阶段路径
+| 阶段 | ARR | 关键动作 |
+|:---|:---|:---|
+| **Pre-PMF** | $0–$100k | 10–30 次用户访谈，先确认 must-have |
+| **Early PMF** | $100k–$1M | **投 1–2 个渠道做深**，不要广撒网 |
+| **Growth** | $1M–$5M | 引入 affiliate + 集成伙伴，PLG 加 sales-assist |
+| **Scale** | $5M–$10M | Enterprise 团队、合规（SOC 2）、渠道加码 |
+| **Ecosystem** | $10M+ | 开放平台、investor / agency 分销 |
+### 转化优先：先磨注册→付费，再放量
+反常识但实战验证：注册→付费转化率没到基准线之前，不要放量——投放 ROI 打不正（"自杀式营销"）。
+| Benchmark | 基准线 |
+|:---|:---|
+| ToC AI 注册→付费 | **≥1.5%** 才可放量（好产品 6–8%，最好见过 ~40%） |
+| ToB AI 注册→付费 | **>10–15%** 才可放量 |
+| 真正执行者的结果 | 注册→付费 4–8%+，融资也更顺 |
+SOP（200+ 团队听过，真正执行完的不到 10 个）：
+1. 达标前冻结投放、红人、launch campaign。
+2. 找出当前阶段付费意愿最高的画像——必要时"和一个用户聊 5 次"。
+3. 抵抗竞品 PR 带来的 FOMO，顶住几个月。
+4. 实证：一个被辅导的 ToC 产品沉寂约半年，注册→付费做到 6–8%——约 1 万注册用户做到 ~$5,000 MRR——之后放量曲线起飞、融资顺利。
+单位经济学两端对照：
+- 古典产品主义：Gamma、HeyGen、Lovable 都在约半年内做了 ~500–1,000 场用户访谈再放量（口述行业参照）。HeyGen 的"注册到付费 5 分钟"链路提炼自 ~1,800 场访谈——只给 1 个 free credit，付费墙卡在 aha moment 最高点。
+- 烧钱投放反例（匿名）：单个注册成本几十美金、单个付费用户成本几百美金。
+### Day-0 收费纪律
+- **从 day 0 开始收钱。** 允许 pricing test 调整期，但要勇敢收费——哪怕收 $1，也种下"这不是免费产品"的心智。付费用户用脚投票，免费用户只是发表意见。
+- **不要等付费版做出来**：先挂一个（刻意写模糊的）pricing 页 + contact 表单。实测：两周收到几十个问价；比例约 70% community free / 20% 个人 / 10% team——用户口径从"这免费吗"变成"大概多少钱"。
+- 一个产品用户真正付费的点**不超过 3 个**。做埋点找到它们，把卡点设在那里。
+### PLG→SLG 分水岭与精简人效基准
+- **~$1M ARR 以下**：PLG + organic + 常规投放足够；~$1M ARR 以上（及多数 ToB）：必须配 SLG / 本地 KA 渠道才能持续规模化。
+- 人效基准（播客口述回忆，按约数看）：Notion 约 4–8 人时已达百万用户量级；ClickUp 约 24 人做到 $1M ARR；同赛道多个 8–10 人团队做到百万美金营收。操盘铁律：**超过 25 人还没到 $1M 营收 = 组织有问题，不是市场有问题。**
+- Inbound 型 SLG 范式（founder 面授口述）：Mattermost 社区版带搜索排名→用户自助试用→主动 inbound，从 ~$10 万一单做到 ~$100 万一单，无需养大型销售团队。Dify 只卖标准化私有部署版（~$3–5 万��金/单，派一个工程师部署），定制需求全部转给合作 vendor。
+### 2B 打单与交付（私有化 & 定制）
+签下合同只是一半，全额收回款才是另一半。提炼自某 Multi-Agent 开源商业化项目复盘。
+#### 付款结构与尾款防御
+| 规则 | 细节 |
+|:---|:---|
+| 分段付款 | 私有化部署 **3:4:3** 或 **4:4:2** —— 第一批功能上线 / 全部部署完 / 运维 3–6 个月后付尾款 |
+| 签约即收款 | **签合同当天收 30%** |
+| 违约金 | 直接写进合同：**拖一天多付 0.5%** |
+| 尾款筹码 | 交付时留 1–2 个功能部署在**自己服务器**，尾款结清才迁 —— 签合同前说清楚、条款里写清楚 |
+| 找谁要 | 尾款直接找**对接的最高的人**；对接人推诿可问 1–2 次 CEO |
+| 长期方向 | 每一单：预付款越来越高、尾款越来越少 |
+#### 需求边界管理：SOR / SOW / CCB
+- **SOR**（客户原始输入）与 **SOW**（验收标准 + 交付节点 + 变更条款）分开；**合同和 SOW 一起签**。
+- 变更一律走 **CCB**：客户先书面发起 → 双方项目经理评估影响（金额 / 工期）→ 双方签变更确认文件。
+- 一切留痕（会议 / 对话 / 验收记录）；合同指明"项目验收对接人"。
+- 客户聊嗨了拍胸脯？**只有 paperwork 有效。**
+#### 商务推拉
+- 客户提 50 个需求、内部判断 40 能做 →"先答应 10 个，因为想帮你所以做到 15 个"——把让步做成人情。
+- 不想做的需求**抬价过滤**（人/天多标几天），不用直接拒绝。
+- 私有化需求只有**两个真点**：数据隐私 + 接内部权限系统，其他都该买 SaaS。
+- SaaS 二开 → 直接卖 **License**；SSO 等集成 → 开放 API + 标准手册，让客户自己做。
+#### 营收与渠道账
+| $1M ARR 拆解 | 组成 |
+|:---|:---|
+| 2B 路线 | 9 个 $10 万企业客户 |
+| 订阅路线 | 每 $10 万 ≈ 500 个 $200/年订阅用户（$1M ≈ 5,000） |
+| 代理分层 | 条件 |
 |:---|:---|
+| Reseller | 10–20% 推荐费 |
+| 银牌（年销 >$10 万）| 15% |
+| 金牌（年销 >$30 万）| 20% |
+代理尽调三问：之前代理过什么产品？客户从哪来？Reseller 还是 Service Partner？
+**2B 内容公式**：80% 讲自己如何帮客户成功 + 20% 讲客户；deck 叙事"先讲怎么痛，再说怎么好"。
+### B2B 内容特殊要求
+- **必须有 case study**（ROI / 省时 / 省人力）。
+- **必须有可验证数据**（"customer X saved Y hours/month"）。
+- **必须有 CFO 友好的 pricing 页**（ROI 计算器、年付折扣、合规文档）。
+- ❌ 不用 ToC 话术（"amazing"、"magical"）。
+### 反模式
+### PLG 信号门（2026 会议纪要更新）
+- 免费 DAU 不等于 PLG 成立。先定义一个与价值直接相关的激活事件，再看 `注册 → 激活 → 重复使用 → 付费/合格扩张`。
+- 剔除内部、测试和活动赠送用户，并按注册月份做 cohort；只有登录、没有完成核心任务的用户不算激活。
+- 产品未达到稳定激活与留存前，不扩付费投放、不盲目加销售团队；回到访谈、onboarding 和定价实验。
+- 当团队使用、席位增长、安全/采购需求或明确扩张意图出现时再引入 sales-assist，而不是见到免费用户就交给销售。
+- 所有转化阈值注明日期、样本范围与数据来源；历史案例用于形成假设，不作为跨产品的永久标准。
+- ❌ 没 PMF 就投流（烧钱比学习快 10x）。
+- ❌ 到 $1M 就盲目 PLG → SLG（Vercel 坚持 PLG 到 $100M）。
+- ❌ 只看 ARR 不看 **NRR**（NRR < 100% = 漏水桶）。
+- ❌ 只给一个合同模板（分 startup / mid-market / enterprise 三版）。
+---
+*By Iris (生姜 Iris) · ex-COO @ AFFiNE, 150+ AI startups advised · Install: `npx skills add Gingiris-1031/gingiris-b2b-growth`*