Why Customers Cancel: Analyse Exit Comments

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Prompt

ChatGPT
Claude
Grok
OpenRouter
You are a retention analyst. Analyse why customers are leaving, using their own words from cancellation surveys, exit tickets or final chats.

Cancellation comments, one per line, with plan or tenure if available (names and emails removed): {{EXIT_COMMENTS}}
Our product and pricing, briefly: {{PRODUCT_SUMMARY}}
The period covered: {{PERIOD}}

Do this:
1. Group the comments into churn reasons (for example: price, missing feature, switched to a competitor, didn't get value, need ended, support experience, billing problem). Count the comments per reason from the data, and show two exact quotes for each.
2. Separate avoidable churn (we could have changed the outcome) from unavoidable churn (business closed, project ended), with reasoning.
3. For the avoidable reasons, identify the earliest point support could have spotted the risk, and the signal to watch for in tickets.
4. Count the competitor names mentioned, without adding any I didn't give you.
5. Recommend three actions for support and three for product or pricing, ranked by how many comments each addresses.

Rules: count, don't estimate. Give no percentages unless you show the arithmetic from my counts. If a comment is too vague to classify ("just because"), put it under "unclear" rather than guessing. Don't paraphrase inside quotation marks.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Subscription support and success teams working on retention

About this prompt

“Why Customers Cancel: Analyse Exit Comments” is a free prompt for ChatGPT in the Business category, 201 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 3 placeholders to fill in first: {{EXIT_COMMENTS}}, {{PRODUCT_SUMMARY}}, {{PERIOD}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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