🎁 Get the FREE AI Skills Starter GuideSubscribe →
BytesAgainBytesAgain
🦀 ClawHub

Customer LTV

by @leooooooow

Segment customers by lifetime value and design tailored retention, upsell, and reactivation strategies for each cohort to maximize long-term revenue.

Versionv1.1.0
Installs1
💡 Examples

Example 1: Luxury Fashion E-Commerce (3-Tier Segmentation)

Input Data:

  • Annual revenue: $8M
  • Customer base: 45,000 active customers
  • Average AOV: $185
  • Repeat purchase rate: 32%
  • Average customer lifespan: 24 months
  • Category benchmarks: Luxury fashion LTV typically 365-day = AOV × repeat frequency × 1.8x adjustment
  • LTV Calculation:

  • Average LTV = $185 × 0.32 (repeat rate) × 24 (months in lifespan) = $1,421
  • Cohort deep-dive: Q4 2024 cohort (holiday shoppers) has AOV $220, repeat rate 38%, resulting in LTV = $1,996
  • Percentile mapping: Top 1% (Champions): LTV >$3,500 | Top 10% (VIP): LTV $2,000–$3,500 | Top 20% (High-Value): LTV $1,200–$2,000
  • Strategy Overview:

    | Segment | Size | Avg LTV | Email Cadence | Offer Strategy | Reactivation Trigger | Key Tactic | |---|---|---|---|---|---|---| | Champions (n=450) | 1% | $5,200 | 2x/week + SMS | Exclusive early access to collections, 30–35% loyalty discount, VIP styling sessions | 45 days inactive | Concierge outreach + dedicated account manager | | VIP (n=4,050) | 10% | $2,650 | 2x/week | Exclusive collections, 25–30% off select categories, subscription conversion | 60 days inactive | Email + SMS sequence with exclusive incentive | | High-Value (n=8,100) | 20% | $1,550 | 2x/week | Frequency acceleration (next purchase 15% off), bundle offers, loyalty tier enrollment | 90 days inactive | Standard email sequence, 20% incentive |

    Email Sequence Example—Champions Win-Back:

    Day 1 (Email): Subject: "We miss you—exclusive access inside"

  • Personalized greeting referencing last purchased collection
  • Offer: First item from new collection at 30% off
  • CTA: "Claim your exclusive preview"
  • Tone: Concierge, VIP, exclusive
  • Day 5 (SMS): "Hi [NAME]—your styling session is reserved. Respond to confirm: [LINK]"

  • High-touch, time-sensitive
  • Offer: Personal styling call with expert + $150 credit
  • Day 15 (Email): Subject: "The collection you'd love is back in stock"

  • Product recommendation based on past purchases
  • Offer: 25% off + free priority shipping
  • Tone: Caring, informative, not salesy
  • Email Sequence Example—VIP Upsell:

    Day 1 (Email): Subject: "[NAME], your next-level collection is here"

  • New collection launch, positioned as VIP-exclusive
  • Offer: 25% off + entry into VIP gift drawing
  • CTA: "Shop VIP collection"
  • Day 7 (Email): Subject: "Subscription members get 40% off beauty add-ons"

  • Cross-category upsell (beauty accessories)
  • Offer: Join subscription, get 40% off this month
  • CTA: "Start subscription"

  • Example 2: Vitamin & Supplement Subscription (5-Tier Segmentation)

    Input Data:

  • Annual revenue: $12M
  • Customer base: 120,000 active + 40,000 lapsed
  • Subscription revenue: 45% of total
  • Average monthly subscription value: $35
  • Cohort age: 50% acquired >18 months ago (mature cohort)
  • Churn rate: 8% monthly (subscription typical)
  • Repeat customer LTV baseline: $420 (12 months × $35)
  • LTV Calculation:

  • Subscription LTV = $35 × 12 + one-time purchases ($85 avg) = $505 base
  • One-time purchase customers LTV = $95 × 1.5 repeat rate = $142.50
  • Cohort variance: Q1 2024 cohort has 45% retention after 12 months (LTV = $189); Q2 2025 cohort has 62% retention after 8 months (projected LTV = $475 by month 12)
  • Percentile mapping: Top 1% (Champions): LTV >$1,200 (12+ month subscribers + repeat add-ons) | Top 10% (VIP): LTV $700–$1,200 | Top 20% (High-Value): LTV $450–$700 | Mid 60% (Mid-Tier): LTV $100–$450 | Bottom 20% (Low-Value): LTV <$100
  • Strategy Overview:

    | Segment | Size | Avg LTV | Email Cadence | Subscription Strategy | Product Recommendation | Suppression Rules | |---|---|---|---|---|---|---| | Champions (n=1,200) | 1% | $1,350 | 3x/week + weekly SMS | Exclusive annual plan (15% discount), co-create custom blends, VIP customer council | Curated new products 2x/month | Never suppress; escalate at 60-day no purchase | | VIP (n=12,000) | 10% | $825 | 2x/week + bi-weekly SMS | Annual plan conversion (10% discount), exclusive flavors, loyalty tier | Trending products monthly | Suppress only if 180+ days inactive | | High-Value (n=24,000) | 20% | $560 | 2x/week | Frequency acceleration (skip month incentive: "upgrade to monthly"), bundle cross-sells | Related categories monthly | Suppress if 150+ days inactive | | Mid-Tier (n=72,000) | 60% | $250 | 1x/week | Second-purchase nudge, starter bundle discounts | Best sellers, category intro emails | Suppress if 120+ days inactive | | Low-Value (n=12,000) | 20% | $65 | 1x/month or suppressed | Minimal incentive; focus on win-back if churned; otherwise suppress | None or minimal | Suppress if 90+ days inactive |

    Email Sequence Example—Champions Exclusive Product Launch:

    Day 1 (Email + SMS): Subject: "You're first to know—[PRODUCT] drops tomorrow"

  • Exclusive pre-launch access (24 hours early)
  • Offer: First 100 buyers get 25% off + free add-on
  • CTA: "Reserve yours now"
  • SMS mirror: Short version, time urgency
  • Day 2 (Email): Subject: "[NAME], your order is reserved—last 6 hours"

  • Reminder, high scarcity
  • Tone: VIP, insider, exclusive
  • Day 5 (Email): Subject: "Co-create your next custom blend?"

  • Invitation to join quarterly customer council call
  • Offer: Free custom blend sample pack for participation
  • CTA: "Join our customer council"
  • Email Sequence Example—Mid-Tier Reactivation (45+ days no purchase):

    Day 1 (Email): Subject: "We miss you—15% off your favorite category"

  • Segment-specific offer based on past purchases
  • Offer: 15% off one category purchase
  • CTA: "Shop now"
  • Day 8 (Email): Subject: "Starter bundle is back—$29.99 (was $39)"

  • Bundle discount, lowered price point to reduce friction
  • Tone: Helpful, not pushy
  • Day 15 (Email): Subject: "[PRODUCT] is trending—customers like you love it"

  • Social proof + product recommendation
  • Offer: No additional discount (testing if content alone converts)

  • View on ClawHub
    TERMINAL
    clawhub install customer-ltv

    🧪 Use this skill with your agent

    Most visitors already have an agent. Pick your environment, install or copy the workflow, then run the smoke-test prompt above.

    🔍 Can't find the right skill?

    Search 60,000+ AI agent skills — free, no login needed.

    Search Skills →