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WOULD PAY FOR THISMARKETING & GROWTHCOMMUNITY PROMPT

Tiny SaaS cancellation insights

Ask one respectful cancellation question, cluster the answers, and show what is actually driving churn.

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A POSSIBLE BUILD DIRECTION

From prompt to prototype.

Outcode’s editorial suggestions for this idea. Adapt the scope to your skills, available data and the people you want to help.

A small first version

Create a cancellation feedback form with an optional reason and free-text response, then summarize tagged reasons in a small dashboard without obstructing cancellation.

How to test it

Use synthetic responses to test duplicate submissions, empty answers and contradictory reasons. Have a person review category assignments before drawing conclusions.

A direction for a larger project

Compare manual tags with text clustering and show the underlying quotes for each group. Report sample size and uncertainty instead of claiming a cause of churn.

Building this for a portfolio or course? Show the working flow, your test evidence and the tradeoffs you made. Discuss your approach ↓

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