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Get Started Free →For churned accounts, research what has changed since they left — new funding, team growth, competitor dissatisfaction, product updates that address their pain — then assess re-engagement potential and generate a personalized win-back email sequence with timing recommendations. Chains web research and LinkedIn monitoring with email sequence generation.
.claude/skills/gooseworks-ai-customer-win-back-sequencer/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 54% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 131% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 153% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 106% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 212% | 0% |
Not every churned customer is gone forever. This skill identifies which ones to pursue, finds the right re-engagement angle, and generates a personalized win-back sequence. Timing and relevance are everything — no generic "we miss you" emails.
Built for: Startups that have churned customers sitting in a spreadsheet with no plan to re-engage them. The best win-back campaigns are triggered by change — this skill monitors for those changes and strikes when the timing is right.
For each account in the churn list, research what's changed:
Search: "[company name]" funding OR raised OR "series" OR acquisition 2025 2026
Search: "[company name]" hiring OR "we're hiring" OR "growing team"
Search: "[company name]" launch OR "new product" OR expansion OR pivotExtract:
Search: "[contact name]" "[company name]" OR linkedin.com
Search: "[company name]" "[relevant title]" new OR hired OR promotedDetermine:
If you know which competitor they switched to:
Search: "[competitor name]" complaints OR issues OR "looking for alternative"
Search: "[competitor name]" site:g2.com negative reviews
Search: "[company name]" "[competitor name]" OR "switched from"Look for:
Match what's changed in your product against their churn reason:
| Churn Reason | Product Update | Win-Back Angle | |-------------|----------------|----------------| | "Too expensive" | New pricing tier / startup discount | Price-based re-engagement | | "Missing feature]" | Feature] shipped | Feature announcement | | "Too complex" | Simplified onboarding / UX overhaul | "We listened" narrative | | "Switched to competitor]" | Competitive advantage developed | Competitive displacement | | "Didn't see ROI" | New ROI dashboard / case studies | Proof-based approach | | "Champion left" | N/A — find new champion | Fresh start narrative | | "Company downsized" | Company now growing again (from research) | Timing-based re-engagement |
Score each churned account's re-engagement potential:
Win-Back Score = (Change Signal × Churn Reason Addressability × Account Value) / Time Decay
Change Signal (1-5):
5 = Multiple strong signals (funding + growth + competitor issues)
4 = One strong signal (funding or significant growth)
3 = Moderate signal (hiring, product launch)
2 = Minor signal (still operating, no major changes)
1 = No detectable change
Churn Reason Addressability (1-3):
3 = You've directly fixed the reason they left
2 = Partially addressed or different angle available
1 = Same issues exist / unknown churn reason
Account Value (multiplier):
2.0x = Was top 20% by MRR
1.5x = Mid-tier MRR
1.0x = Lower MRR
Time Decay (divisor):
1.0 = Churned 3-6 months ago (sweet spot)
1.2 = Churned 6-12 months ago
1.5 = Churned 12-18 months ago
2.0 = Churned 18+ months ago| Tier | Score | Action | |------|-------|--------| | High Priority | 8+ | Full personalized sequence + founder outreach | | Medium Priority | 4-7 | Personalized sequence | | Low Priority | 1-3 | Batch campaign or skip |
Email 1: The Relevant Update (Day 0)
Subject options:
A: "[First name], [specific thing] changed since we last spoke"
B: "We fixed the thing that made you leave"
C: "[Company] + [Your Product] — worth another look?"
---
Hi [First name],
[1 sentence acknowledging they left — no guilt, no desperation]
Since then, we've [specific improvement that addresses their churn reason]:
- [Change 1 — most relevant to their pain]
- [Change 2]
- [Change 3]
[If you have a relevant customer proof point]:
"[Company in their space] switched back and saw [result]."
Would it be worth a 15-minute look at what's different?
[Soft CTA — no pressure]
[Signature]Email 2: The Proof Point (Day 7)
Subject: "How [similar company] is using [product] now"
Hi [First name],
Quick follow-up — wanted to share something relevant.
[Case study or proof point from a company similar to theirs]:
- [What they achieved]
- [Metric that matters]
[1 sentence connecting this to their specific situation]
[CTA — slightly stronger: "Want me to show you the new [feature] in 10 minutes?"]
[Signature]Email 3: The Offer (Day 14)
Subject: "[Specific offer — e.g., 'Free migration + 30 days on us']"
Hi [First name],
I know switching tools is a pain — that's usually what keeps people from
coming back even when the product has improved.
So we're making it easy:
- [Offer detail 1 — e.g., "We'll handle the full migration"]
- [Offer detail 2 — e.g., "30 days free to test everything"]
- [Offer detail 3 — e.g., "Dedicated onboarding session"]
[If applicable: "This offer is available through [date]"]
Worth a conversation?
[Signature]Email 4: The Breakup (Day 28)
Subject: "Closing the loop"
Hi [First name],
Totally understand if the timing isn't right — just wanted to
make sure this didn't slip through the cracks.
Quick summary of what's new:
→ [Key improvement 1]
→ [Key improvement 2]
→ [Standing offer, if applicable]
If anything changes on your end, my inbox is always open.
[Signature]
P.S. [Genuinely helpful resource — e.g., "We just published [relevant content].
Worth a read regardless of which tool you're using."]Shorter, less personalized but still relevant:
Email 1: Product update announcement + relevance to their use case Email 2: Customer proof point + specific offer Email 3: Soft breakup with resource share
If they switched to a known competitor:
Email 1: "How product] compares to competitor] today" — honest, non-aggressive comparison focused on what changed Email 2: Customer story of someone who switched back from that specific competitor Email 3: Offer + easy migration path
markdown# Win-Back Opportunity Report — [DATE] Churned accounts analyzed: [N] Time window: [Churned between X and Y months ago] --- ## Summary | Priority | Accounts | Total MRR Opportunity | |----------|----------|----------------------| | High Priority | [N] | $[X]/mo | | Medium Priority | [N] | $[X]/mo | | Low Priority / Skip | [N] | $[X]/mo | **Total recoverable MRR:** $[X]/mo (estimated, assuming [Y%] win-back rate) --- ## High Priority Accounts ### [Company 1] — Churned: [date] | Former MRR: $[X] **Churn reason:** [Reason] **What's changed (them):** [Research findings] **What's changed (us):** [Product updates that address their pain] **Win-back angle:** [The core pitch] **Contact:** [Name, title, email] **Sequence:** [Attached — 4 emails, personalized] ### [Company 2] — ... --- ## Medium Priority Accounts | Account | Churned | MRR | Churn Reason | Win-Back Angle | Score | |---------|---------|-----|-------------|---------------|-------| | [Name] | [Date] | $[X] | [Reason] | [Angle] | [N] | --- ## Email Sequences ### [Company 1] — Full Personalized Sequence [Email 1: Subject + body] [Email 2: Subject + body] [Email 3: Subject + body] [Email 4: Subject + body] ### [Company 2] — ... --- ## Accounts to Skip (and Why) | Account | Reason to Skip | |---------|---------------| | [Name] | [Still in same situation / company shut down / too recent] | --- ## Win-Back Campaign Setup If using Smartlead: - Campaign name: "Win-Back — [Month] [Year]" - Sequences: [Use generated sequences above] - Timing: [Recommended send schedule] - Sender: [Recommended — founder for high priority, CSM for medium]
Save to clients/<client-name>/customer-success/win-back/win-back-report-[YYYY-MM-DD].md.
| Component | Cost | |-----------|------| | Web research per churned account | Free | | LinkedIn research (optional) | ~$0.25-0.50 per account | | Sequence generation | Free (LLM reasoning) | | Total | Free — $5 (for ~10 accounts with LinkedIn research) |
linkedin-profile-post-scraper for contact monitoringreview-site-scraper for competitor dissatisfaction signalscold-email-outreach for campaign creationOther measured skills in the registry, with their headline benchmark lift.