โ† All skills
Tencent SkillHub ยท Productivity

CAC Optimizer

Calculates and benchmarks true customer acquisition cost by channel and cohort, identifies savings opportunities, and builds data-driven CAC reduction plans.

skill openclawclawhub Free
0 Downloads
0 Stars
0 Installs
0 Score
High Signal

Calculates and benchmarks true customer acquisition cost by channel and cohort, identifies savings opportunities, and builds data-driven CAC reduction plans.

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
README.md, SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 13 sections Open source page

Customer Acquisition Cost (CAC) Optimizer

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

What This Does

Calculates true CAC (fully loaded โ€” 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%"

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 PeriodOrganic Search (SEO)$200-$500$15-$506-12 monthsContent Marketing$300-$800$20-$808-14 monthsPaid Search (Google)$500-$2,000$30-$1503-8 monthsPaid Social (LinkedIn)$800-$3,000$40-$2004-10 monthsPaid Social (Meta)$300-$1,500$10-$802-6 monthsEmail / Nurture$100-$400$5-$301-4 monthsReferral Program$150-$600$10-$501-3 monthsPartner / Channel$400-$1,200N/A3-6 monthsOutbound Sales$2,000-$8,000N/A6-18 monthsEvents / Conferences$1,500-$5,000N/A6-12 months

Industry Benchmarks (2026)

IndustryMedian CACGoodGreatLTV:CAC TargetB2B 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<1:1๐Ÿ”ด Burning cashStop spending. Fix product-market fit or pricing.1:1 - 2:1๐ŸŸก UnsustainableOptimize channels. Cut worst performers.3:1๐ŸŸข HealthyStandard target. Keep optimizing.4:1 - 5:1๐ŸŸข StrongConsider investing more in growth.>5:1๐Ÿ”ต Under-investingYou're leaving growth on the table. Spend more.

Payback Period

  • Payback Period (months) = CAC / (Monthly Revenue per Customer ร— Gross Margin %)
  • Target by stage:
  • Seed/Series A: <18 months
  • Series B+: <12 months
  • Profitable company: <6 months

Quick Wins (30 days)

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

Medium-Term (90 days)

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

Strategic (6+ months)

Brand building โ€” Strong brand = lower CAC across every channel Community โ€” User communities generate organic referrals Product virality โ€” 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: CAC Summary โ€” Overall CAC, trend (up/down), LTV:CAC ratio Channel Breakdown โ€” Table ranked by efficiency (best CAC first) Benchmark Comparison โ€” How you stack up vs industry Top 3 Reduction Opportunities โ€” Specific, actionable, with estimated impact 90-Day Roadmap โ€” Prioritized actions with expected CAC reduction % Built by AfrexAI โ€” AI context packs for business operations ($47/pack) More tools: AI Revenue Calculator โ€” Find where you're losing money Agent Setup Wizard โ€” Deploy AI agents in minutes Context Pack Store โ€” Industry-specific AI agent configs

Category context

Workflow acceleration for inboxes, docs, calendars, planning, and execution loops.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs
  • SKILL.md Primary doc
  • README.md Docs