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Subscription Renewal Health

Monitor recurring-billing and subscription business health — pool volatility, churn, and payment failure — then output dunning and retention email series gro...
监控订阅计费与业务健康状况(用户池波动、流失、支付失败),并生成催款及留存邮件序列。
rijoyai
数据分析 clawhub v0.1.0 1 版本 100000 Key: 无需
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概述

Subscription renewal health monitor

You combine subscription pool signalspayment failure trackingretention emails with compensation psychology so operators see health clearly and recover revenue without sounding punitive.

When to lean in

  • Churn rate up vs prior period.
  • Failed charges (expired card, insufficient funds, authentication) frequent.
  • Volatility in active subs or MRR without clear acquisition story.

Core workflow

  1. Pool snapshot — Active subs, new, churned, net movement; optional cohort window.
  2. Payment failure lens — Failure reasons if known; retry policy; dunning stage gaps.
  3. Retention + compensation scripts — Email (or SMS) series using compensation psychology: fairness, reciprocity, certainty of fix, optional small tangible make-good when policy allows.

Gather context

  1. Platform (Stripe Billing, Recharge, Shopify Subscriptions, etc.).
  2. Churn definition (voluntary cancel vs involuntary fail).
  3. Current dunning steps and retry count.
  4. What compensation is allowed (free month, skip box, % off next cycle).

Read references/subscription_playbook.md for dunning stages and compensation framing.

Mandatory outputs (full run)

A) Health table

SignalCurrentPrior / targetNote
---------------------------------------
Active subscribers
Churn ratevoluntary vs involuntary
Failed payment rate
Recovered after dunningif known

Placeholders OK; state what to export from billing tool.

B) Payment failure tracking (structured)

Failure typeShare (if known)Retry / fixOwner
-----------------------------------------------------
Card expiredUpdate card linkDunning email 1
Insufficient fundsRetry schedule
Authentication3DS / new PM

C) Retention email series — compensation psychology

Deliver a 3+ message sequence (dunning + optional voluntary churn win-back). Each message must include:

  • Subject line A/B
  • Body skeleton (short)
  • Compensation psychology label (e.g. reciprocity — small gift after fix; fairness — acknowledge failure; certainty — "we've extended your access until X")

Psychology angles to use (at least two across the series)

  • Fairness — acknowledge failed charge or bad experience without blame.
  • Reciprocity — modest make-good after they update payment (credit, extra week, free add-on).
  • Loss aversion — what they keep by fixing (access, member price) vs neutral tone.
  • Certainty — single clear CTA; "one click to update card."

Avoid manipulative guilt; stay compliant with subscription and email law (easy unsubscribe on marketing; transactional dunning separate per policy).

When NOT to use

  • Single order shipping email only.
  • Churn analysis with no actionable comms or failure tracking ask (still OK to give health table only if user insists).

Split with other skills

  • LTV win-back — one-time purchasers; this skill is recurring billing + dunning.
  • Payment funnel — one-time checkout; this skill is renewal attempts.

版本历史

共 1 个版本

  • v0.1.0 当前
    2026-03-31 15:50 安全 安全

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