Calculates and benchmarks true customer acquisition cost by channel and cohort, identifies savings opportunities, and builds data-driven CAC reduction plans.
数据来源:ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一:命令行安装(推荐)
推荐(无需提前安装 clawhub)
npx clawhub@latest --dir ~/.claude/skills install afrexai-cac-optimizer或使用 clawhub CLI(需提前安装)
clawhub --dir ~/.claude/skills install afrexai-cac-optimizer⚠️ 需要 Node.js 18+,没有 Node?请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二:手动下载安装(无需 Node)
下载 ZIP,解压后将文件夹放到以下路径,重启 Agent 即可:
安装路径
~/.claude/skills/afrexai-cac-optimizer/💡解压后将文件夹放到上方路径,重启 Agent 即可生效
Analyze, benchmark, and reduce your customer acquisition cost across every channel.
Tell your agent:
CAC = (Sales Costs + Marketing Costs + Overhead Allocation) / New Customers Acquired
Include:
- Ad spend (paid search, social, display)
- Content production costs
- Sales team comp (base + commission + benefits)
- Marketing team comp
- Tools & software (CRM, analytics, ad platforms)
- Agency/contractor fees
- Event/sponsorship costs
- Allocated overhead (office, IT, management time)
Exclude:
- Customer success / retention costs (that's your retention CAC)
- Product development
- General admin not tied to acquisition
| Channel | Typical B2B SaaS CAC | Typical B2C CAC | Payback Period | |---------|---------------------|-----------------|----------------| | Organic Search (SEO) | $200-$500 | $15-$50 | 6-12 months | | Content Marketing | $300-$800 | $20-$80 | 8-14 months | | Paid Search (Google) | $500-$2,000 | $30-$150 | 3-8 months | | Paid Social (LinkedIn) | $800-$3,000 | $40-$200 | 4-10 months | | Paid Social (Meta) | $300-$1,500 | $10-$80 | 2-6 months | | Email / Nurture | $100-$400 | $5-$30 | 1-4 months | | Referral Program | $150-$600 | $10-$50 | 1-3 months | | Partner / Channel | $400-$1,200 | N/A | 3-6 months | | Outbound Sales | $2,000-$8,000 | N/A | 6-18 months | | Events / Conferences | $1,500-$5,000 | N/A | 6-12 months |
| Industry | Median CAC | Good | Great | LTV:CAC Target | |----------|-----------|------|-------|----------------| | B2B SaaS (SMB) | $1,200 | <$800 | <$400 | 3:1+ | | B2B SaaS (Mid-Market) | $5,500 | <$4,000 | <$2,500 | 3:1+ | | B2B SaaS (Enterprise) | $15,000 | <$12,000 | <$8,000 | 5:1+ | | Ecommerce (DTC) | $45 | <$30 | <$15 | 3:1+ | | Fintech | $3,500 | <$2,500 | <$1,500 | 4:1+ | | Healthcare SaaS | $6,000 | <$4,500 | <$3,000 | 4:1+ | | Professional Services | $2,000 | <$1,500 | <$800 | 5:1+ | | Construction Tech | $4,000 | <$3,000 | <$2,000 | 4:1+ |
| Ratio | Status | Action | |-------|--------|--------| | <1:1 | 🔴 Burning cash | Stop spending. Fix product-market fit or pricing. | | 1:1 - 2:1 | 🟡 Unsustainable | Optimize channels. Cut worst performers. | | 3:1 | 🟢 Healthy | Standard target. Keep optimizing. | | 4:1 - 5:1 | 🟢 Strong | Consider investing more in growth. | | >5:1 | 🔵 Under-investing | You're leaving growth on the table. Spend more. |
Payback Period (months) = CAC / (Monthly Revenue per Customer × Gross Margin %)
Target by stage:
- Seed/Series A: <18 months
- Series B+: <12 months
- Profitable company: <6 months
For each acquisition cohort (monthly):
- Cohort size (new customers)
- Total acquisition spend
- CAC per customer
- Month 1 revenue
- Month 3 cumulative revenue
- Month 6 cumulative revenue
- Month 12 cumulative revenue
- LTV at 12 months
- LTV:CAC at 12 months
- Payback month achieved (Y/N, which month)
- Retention rate at 12 months
Flag: Any cohort where LTV:CAC < 2:1 at 12 months
Present results as:
---
Built by AfrexAI — AI context packs for business operations ($47/pack)
More tools:
安装 CAC Optimizer 后,可以对 AI 说这些话来触发它
Help me get started with CAC Optimizer
Explains what CAC Optimizer does, walks through the setup, and runs a quick demo based on your current project
Use CAC Optimizer to calculates and benchmarks true customer acquisition cost by channel...
Invokes CAC Optimizer with the right parameters and returns the result directly in the conversation
What can I do with CAC Optimizer in my developer & devops workflow?
Lists the top use cases for CAC Optimizer, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/afrexai-cac-optimizer/ 目录(个人级,所有项目可用),或 .claude/skills/afrexai-cac-optimizer/(项目级)。重启 AI 客户端后,用 /afrexai-cac-optimizer 主动调用,或让 AI 根据上下文自动发现并使用。
CAC Optimizer 支持 Claude、Cursor、OpenClaw,可与这些 AI 平台无缝集成,扩展其能力。
CAC Optimizer 可免费安装使用。请查阅仓库了解许可证信息。
Calculates and benchmarks true customer acquisition cost by channel and cohort, identifies savings opportunities, and builds data-driven CAC reduction plans.
CAC Optimizer 属于「Developer & DevOps」分类,该分类的技能帮助 AI 智能体在此领域执行专业任务。
Automate my developer & devops tasks using CAC Optimizer
Identifies repetitive steps in your workflow and sets up CAC Optimizer to handle them automatically