Part of Daily Focus: 365 Practical Notes for Solo and Small Business Owners.
One refund may be personal; repeated reasons may point to fit or expectation problems.
Use neutral categories such as fit, expectation, access or personal circumstance and preserve the original explanation where appropriate. Several similar reasons can justify investigation, but a tiny sample should prompt a question rather than a confident redesign.
Try this today: Group recent refund reasons without forcing a conclusion from a small sample.
Keep in mind: Patterns deserve attention when definitions remain consistent.
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