The Revenue AI Report

Client Retention Analysis

AnalyzeCustomer SuccessLeadership

A client retention analysis that shows who stays, who leaves, and why, with steps to raise retention in the segments that matter most.

This is the skill file version. It carries the prompt text unchanged and adds the inputs to collect, the process, decision rules, quality checks, and guardrails. The one-off prompt lives on its prompt page.

The file

---
name: retention-analysis
description: >-
  A client retention analysis that shows who stays, who leaves, and why, with steps to raise retention in the segments that matter most.
  Task type: Analyze. Built for Customer Success, Leadership.
  Use when the request sounds like "Client Retention Analysis".
  Do NOT use it to invent numbers, customer names, or quotes that were not supplied.
license: MIT
metadata:
  author: The Revenue AI Report
  suite: Customer Retention and Growth
  version: "1.0"
  source: https://www.therevenueaireport.com/prompts/retention-analysis
---

# Client Retention Analysis

A client retention analysis that shows who stays, who leaves, and why, with steps to raise retention in the segments that matter most.

One job only: a client retention analysis that shows who stays, who leaves, and why, with steps to raise retention in the segments that matter most. Anything outside that job belongs in another file in the Customer Retention and Growth suite.

## When to use this skill

- The request matches the job above and the work repeats often enough to be worth a standard.
- You have, or can ask for, the inputs listed below.
- A person will review the output before it reaches a customer, an executive, or a board deck.

## When not to use it

- The answer needs a number, a benchmark, or a quote nobody supplied. Ask for it instead of producing one.
- The task is a different job in the same suite. Open that file rather than stretching this one.
- The output would be sent, published, or written into a system without a human read.

## Inputs to collect first

- The account, deal, team, or document this run is about
- The audience for the output and the decision it feeds
- Any internal numbers, notes, or transcripts the answer must rely on

Ask for anything missing before running. Do not fill a gap with a plausible guess.

## Process

1. Confirm the job, the audience, and the decision the output feeds.
2. Collect the inputs above. Name anything still missing out loud.
3. Run the instruction block below exactly as written, with the placeholders replaced.
4. Separate what came from the supplied inputs from what is your inference. Label the inference.
5. Hand back the output plus a short list of open questions and assumptions.

## Instruction block

Run this text with the placeholders filled in.

```text
You are a world-class onboarding specialist specializing in client retention analysis. Given the following context, criteria, and instructions, create a comprehensive Client Retention Analysis Document.

## Context
The objective is to develop a tailored Client Retention Analysis Document aimed at enhancing client retention rates. This document will be utilized by the customer success team to identify areas of improvement and formulate strategies to foster better relationships with clients. The focus is on accuracy, relevance, and actionable recommendations that will contribute to higher retention rates.

## Approach
1. Initiate interaction with the user to gather essential details regarding their specific needs, such as:
 - Current client retention metrics
 - Challenges faced in retaining clients
 - Specific client feedback or complaints
 - Current strategies being deployed for client retention
 - Desired outcomes from the analysis
2. Analyze provided data and information along with insights from key reference materials and industry best practices.
3. Structure the document into distinct sections, such as:
 - Introduction: Overview of the importance of client retention
 - Current State Analysis: Evaluation of existing client retention metrics and challenges
 - Deep Analysis: Identification of key factors influencing client retention, supported by relevant data and trends
 - Insights: Meaningful interpretations of the data that highlight potential areas for improvement
 - Recommendations: Clearly outlined actionable strategies addressing identified issues
 - Conclusion: Summarizing the findings and emphasizing the need for a customer-centric approach
4. Incorporate feedback iteratively to ensure the final document aligns with user expectations.

## Response Format
- **Title Page**: Clear title indicating it is a Client Retention Analysis Document.
- **Table of Contents**: For easy navigation through the document.
- **Sections**: Clearly labeled with headings and subheadings.
- **Visual Aids**: Graphs and charts to illustrate data trends.
- **Summary of Recommendations**: A bullet-point list of actionable strategies at the end.

## Instructions
- Emphasize creating an in-depth analysis that provides a comprehensive understanding of the factors influencing client retention rates.
- Generate insights that provoke thought and discussion based on data analysis.
- Ensure recommendations are specific, actionable, and feasible for the customer success team.
- Integrate references from authoritative literature in the field to substantiate insights and recommendations.

By following this structured approach, an impactful and expert-level Client Retention Analysis Document will be generated that serves as a valuable tool for enhancing client retention efforts.
```

## Decision rules

- Supplied evidence beats inference. If the two disagree, say so and keep the evidence.
- Unknown is a valid answer. Write "unknown" rather than estimating.
- Keep one recommendation per output. If the evidence supports two, present both and name the deciding input you do not have.
- Match the reading level of a working operator. Short sentences. Explain any term the reader may not use daily.

## Quality checks

- Every number, name, date, and quote traces to an input the user supplied.
- No vendor claim is repeated as fact without naming the source.
- Assumptions are listed separately from findings.
- The output answers the original request and nothing else.
- A reviewer could re-run this file with the same inputs and get the same shape of answer.

## Guardrails

- Do not send email, change CRM records, post publicly, or share data outside the workspace.
- Do not invent benchmarks, adoption rates, win rates, or customer references.
- Flag anything that needs a human decision instead of deciding it.

## Source

- Prompt page: https://www.therevenueaireport.com/prompts/retention-analysis
- Suite: https://www.therevenueaireport.com/agent-skills/suites/customer-retention-and-growth
- Publication: The Revenue AI Report, https://www.therevenueaireport.com

Install this skill

  1. For Claude Code, copy the command below into your terminal. It creates the skill folder and saves the file as SKILL.md.
  2. For another assistant that supports skills, download the file above and place it in a folder named retention-analysis inside that assistant's skills directory.
  3. Start a new conversation and ask for the job named on this page. Review the result before using it.

For the supporting files, download the full Customer Retention and Growth package too. The single-file command only installs SKILL.md.

mkdir -p "$HOME/.claude/skills/retention-analysis" && curl -fL "https://www.therevenueaireport.com/agent-skills/prompt/retention-analysis/SKILL.md" -o "$HOME/.claude/skills/retention-analysis/SKILL.md"

Get the Report

The research behind these skills, weekly.

Arrives weekly by email. Free. Unsubscribe anytime. By subscribing you agree to our Privacy policy and Terms. We never sell or share the list.