Multi-agentSales & Revenue GenerationAdvancedFree

Revenue Recovery & Win-Back System.

4 agents, 4 deliverables.

Run a multi-agent workflow to produce an execution-ready revenue recovery & win-back system deliverable.

WORKFLOW META

Agents4

Total tokens (avg)~500

Run time12 min

AI toolChatGPT · Claude · Gemini

Variables4

DifficultyAdvanced

CategorySales & Revenue Generation

SEQUENCE MAP · CLICK TO JUMP

· 01 ·

Churn Analyst

· 02 ·

Win-Back Campaign Architect

· 03 ·

Exit Interview System Designer

· 04 ·

Churn Prevention System Builder

USE CASE INPUTS

Set the workflow's inputs once.

These variables feed into every agent prompt below. Fill them once, then copy each agent in order.

Business type

Revenue Recovery & Win-Back System example context

Number of churned lapsed customers in last 12 months

freelancers and small business owners

Average lost revenue per churned customer

freelancers and small business owners

Primary reason customers left

freelancers and small business owners

THE AGENTS

The 4-step sequence.

AGENT · CHURN ANALYST

Churn Analyst

GOAL OF THIS STEP

Segment churned customers into 3 buckets: (1) Recoverable — left due to solvable problems (price, missing feature, poor onboarding), (2) Situational — left due to circumstances (budget cuts, business closed), (3) Lost — left for a competitor and are happy. For each bucket: estimated % of churned customers, recovery probability, and the right approach. Calculate: total recoverable revenue opportunity.

EXPECTED OUTPUT

3 churn segments with % estimate + recovery probability + approach + total recoverable revenue

agent-01-churn-analyst.md

### Input
Business type, churned count, lost revenue, churn reason

### Task
Segment churned customers into 3 buckets: (1) Recoverable — left due to solvable problems (price, missing feature, poor onboarding), (2) Situational — left due to circumstances (budget cuts, business closed), (3) Lost — left for a competitor and are happy. For each bucket: estimated % of churned customers, recovery probability, and the right approach. Calculate: total recoverable revenue opportunity.

### Output
3 churn segments with % estimate + recovery probability + approach + total recoverable revenue

AGENT · WIN-BACK CAMPAIGN

Win-Back Campaign Architect

AGENT · EXIT INTERVIEW

Exit Interview System Designer

AGENT · CHURN PREVENTION

Churn Prevention System Builder

HOW TO RUN

Three steps. 12 min.

STEP 01

Fill in the variables at the top. Copy them into a note or your tool's context window — every agent below uses them.

STEP 02

In your AI tool, paste Agent 1 and run it. Copy the output. Paste Agent 2 with the output appended. Repeat in order for all 4 agents.

STEP 03

At the final agent, review and refine. It outputs your finished deliverable, ready to publish or hand off.

WHAT YOU GET

The final output, end-to-end.

Churn Analyst

3 churn segments with % estimate + recovery probability + approach + total recoverable revenue

Win

Back Campaign Architect – 3-email win-back campaign fully written for the Recoverable segment

Exit Interview System Designer

5 exit interview questions + survey format guidance + completion incentive + monthly pattern dashboard

Churn Prevention System Builder

3 warning signals + automated triggers + human escalation protocol + 30-day save play + 15% prevention revenue model

★ MULTI-AGENT PACK

The Multi-Agent Operator Pack.

100 production-ready workflows like this one. Agent prompts, variable cheat-sheets, and the operator's guide.

Free

View pack →

Revenue Recovery & Win-Back System.

Set the workflow's inputs once.

The 4-step sequence.

Churn Analyst

Win-Back Campaign Architect

Exit Interview System Designer

Churn Prevention System Builder

Three steps. 12 min.

The final output, end-to-end.

More multi-agent systems.

Sales Pipeline Build & Optimization System

Proposal & Closing System

Cold Outreach & Lead Generation System

The Multi-Agent Operator Pack.