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afrexai-cac-optimizerafrexai cac 优化器

Agent Skill

afrexai-cac-optimizer 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:afrexai-cac-optimizer(afrexai cac 优化器)
来源仓库:https://github.com/1kalin/afrexai-cac-optimizer
安装命令:
openclaw skills install afrexai-cac-optimizer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

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openclaw skills install afrexai-cac-optimizer

简介

按渠道和群组计算真实的客户获取成本并对其进行基准测试,识别节省机会,并制定数据驱动的 CAC 削减计划。

SKILL.md

Customer Acquisition Cost (CAC) Optimizer

Analyze, benchmark, and reduce your customer acquisition cost across every channel.

What This Does

  • Calculates true CAC (fully loaded — not just ad spend)
  • Breaks down CAC by channel, segment, and cohort
  • Benchmarks against industry standards
  • Identifies the cheapest acquisition paths
  • Models payback period and LTV:CAC ratio
  • Generates a CAC reduction roadmap

How to Use

Tell your agent:

  • "Calculate our CAC for last quarter"
  • "Break down acquisition cost by channel"
  • "What's our LTV:CAC ratio?"
  • "Build a plan to cut CAC by 30%"

CAC Calculation Framework

True CAC Formula (Fully Loaded)

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

CAC by Channel

ChannelTypical B2B SaaS CACTypical B2C CACPayback Period
Organic Search (SEO)$200-$500$15-$506-12 months
Content Marketing$300-$800$20-$808-14 months
Paid Search (Google)$500-$2,000$30-$1503-8 months
Paid Social (LinkedIn)$800-$3,000$40-$2004-10 months
Paid Social (Meta)$300-$1,500$10-$802-6 months
Email / Nurture$100-$400$5-$301-4 months
Referral Program$150-$600$10-$501-3 months
Partner / Channel$400-$1,200N/A3-6 months
Outbound Sales$2,000-$8,000N/A6-18 months
Events / Conferences$1,500-$5,000N/A6-12 months

Industry Benchmarks (2026)

IndustryMedian CACGoodGreatLTV:CAC Target
B2B SaaS (SMB)$1,200<$800<$4003:1+
B2B SaaS (Mid-Market)$5,500<$4,000<$2,5003:1+
B2B SaaS (Enterprise)$15,000<$12,000<$8,0005:1+
Ecommerce (DTC)$45<$30<$153:1+
Fintech$3,500<$2,500<$1,5004:1+
Healthcare SaaS$6,000<$4,500<$3,0004:1+
Professional Services$2,000<$1,500<$8005:1+
Construction Tech$4,000<$3,000<$2,0004:1+

LTV:CAC Health Check

RatioStatusAction
<1:1🔴 Burning cashStop spending. Fix product-market fit or pricing.
1:1 - 2:1🟡 UnsustainableOptimize channels. Cut worst performers.
3:1🟢 HealthyStandard target. Keep optimizing.
4:1 - 5:1🟢 StrongConsider investing more in growth.
>5:1🔵 Under-investingYou're leaving growth on the table. Spend more.

Payback Period

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

CAC Reduction Playbook

Quick Wins (30 days)

  1. Kill underperforming channels — Bottom 20% of channels by CAC efficiency → pause immediately
  2. Tighten ICP targeting — Narrow ad audiences to best-fit segments (often cuts CAC 20-40%)
  3. Optimize landing pages — A/B test headlines, CTAs, form length (10-30% conversion lift)
  4. Activate referral program — Existing customers are your cheapest channel ($150-$600 vs $2K+ outbound)
  5. Fix lead scoring — Sales time on bad leads = wasted CAC. Score ruthlessly.

Medium-Term (90 days)

  1. Build content moat — SEO compounds. Every ranking page reduces future CAC
  2. Automate nurture sequences — Drip campaigns convert leads without sales time
  3. Partner channel deals — Revenue share with complementary products
  4. Product-led growth hooks — Free tier, trials, freemium → organic conversion
  5. Retargeting optimization — 70% cheaper than cold acquisition

Strategic (6+ months)

  1. Brand building — Strong brand = lower CAC across every channel
  2. Community — User communities generate organic referrals
  3. Product virality — Built-in sharing, team invites, network effects

Cohort Analysis Template

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

Output Format

Present results as:

  1. CAC Summary — Overall CAC, trend (up/down), LTV:CAC ratio
  2. Channel Breakdown — Table ranked by efficiency (best CAC first)
  3. Benchmark Comparison — How you stack up vs industry
  4. Top 3 Reduction Opportunities — Specific, actionable, with estimated impact
  5. 90-Day Roadmap — Prioritized actions with expected CAC reduction %

*Built by AfrexAI — AI context packs for business operations ($47/pack)*

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