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Customers are creative. Not in the way product teams plan for - in the way that makes you say “wait, they’re doing what with it?” 😂 Customer misbehavior is when users find unexpected, unintended, or unsupported ways to get value from your product. They export data into spreadsheets to build reports your analytics don’t support. They use your notes tool as a CRM. They create fake accounts to work around a missing team feature. They screenshot your app and share it in Slack because there’s no native sharing. Every one of those workarounds is a product opportunity wearing a disguise.

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Why it matters

Misbehavior tells you something that surveys and interviews rarely surface directly: what customers actually need, revealed through what they actually do. The gap between intended use and actual use is one of the richest sources of product insight available to you. It’s observable, it’s real, and it’s already happening at scale in your product right now. This connects directly to the Jobs To Be Done framework - misbehavior is often a customer hiring your product for a job you never designed it for. The question is whether that job is worth designing for properly.

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How to find it

Usage data - Look for features being used in high volumes in ways you didn’t expect. Unusual sequences of actions. Features combined in ways that suggest a workflow you didn’t design. Support tickets - “How do I do X?” questions often reveal that customers are trying to accomplish something your product doesn’t support natively. They’re misbehaving because there’s no good path. Customer interviews - Ask “walk me through how you use this day to day” and then stop talking. Misbehavior almost always comes out in the story, not in response to direct questions (another reason The Mom Test approach matters). Sales and CS conversations - Your frontline teams hear about workarounds constantly. The customer who built a whole process around exporting your CSV every Monday morning has told your account manager. That insight just hasn’t made it to product yet.

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From misbehavior to opportunity

Not all misbehavior deserves a feature. The filter is the same as any other opportunity: how many customers are doing this, how painful is the workaround, and how much does solving it move your outcome? But when you find a workaround that’s widespread and painful - customers bending your product into shapes it wasn’t designed for, at scale - that’s a strong signal. They’ve already proven the demand. They’re just waiting for you to catch up 🏃 Lesson learned: the best product ideas I’ve worked on didn’t come from brainstorming sessions. They came from someone saying “did you know customers are doing this?” and the whole room going quiet 👀