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We Built Surveys the Way Teresa Torres Would Want Them

Learn how to validate product assumptions quickly with in-app Pilea-surveys inspired by continuous discovery principles.

October 29, 2025
Product updates

You know that moment when you think you understand why users do something, but you're not quite sure? Teresa Torres calls these assumptions. And she's right – they're everywhere in product development.

The problem? Most survey tools want you to send lengthy questionnaires that users ignore. Or worse, interrupt them with pop-ups that make them close your app faster than you can say "user feedback."

We designed Pilea Surveys differently.

How likely are you to recommend Windows 10 to a friend or colleague?" :  r/Windows10
In-app surveys often interrupt the user flow without asking questions relevant for the experience.

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What Are Pilea-Surveys?

Pilea-surveys are short, targeted questions that appear within your product at specific moments. Unlike traditional survey tools that rely on email campaigns or disruptive pop-ups, Pilea-surveys capture feedback exactly when user intent is clearest.

Our surveys live right inside your product, exactly where the assumption exists. Spot someone using a feature you're curious about? Drop a quick question right there.

Why this works:
Users are 3-4x more likely to respond to in-context questions compared to email surveys because the experience is still fresh in their minds.

Testing Product Assumptions Continuously

Teresa Torres, author of Continuous Discovery Habits and founder of ProductTalk, advocates for testing assumptions week by week, not quarter by quarter. That's exactly what we built for.

Practical examples of continuous validation:

  • Feature adoption: Validate why users choose Feature A over Feature B right after they make that choice
  • Onboarding validation: Check if your new onboarding flow makes sense at each step
  • Pain point discovery: Ask a quick question when users abandon a workflow

Quick questions. Real context. Actual answers.

Flexible Survey Targeting for Product Teams

Different assumptions need different approaches. Pilea Surveys adapt to your discovery needs:

  • Behavior-triggered surveys: One question after a specific action
  • Segment-based surveys: Target users matching certain criteria (plan type, usage frequency, feature access)
  • Conditional logic: Follow-up questions based on previous answers

You're in control. No rigid templates forcing you into boxes.

The Cost of Untested Assumptions

Torres argues that assumptions left untested become expensive mistakes. The numbers back this up – product teams spend an average of 6-8 weeks building features based on untested assumptions, only to see poor adoption rates.

With continuous validation, you can:

  • Test assumptions in days, not months
  • Reduce feature development waste
  • Build what users actually need

Getting Started with Pilea-Surveys

Ready to move from guessing to knowing? Here's how Pilea makes assumption testing simple:

  1. Identify your riskiest assumption – What could make this feature fail?
  2. Create a 1-2 question survey – Keep it focused
  3. Trigger it at the right moment – In-context = better data
  4. Review insights in minutes – Not weeks

Feedback chaos? We've got this. Small surveys, big clarity.

Ready to test your assumptions without annoying your users?
Start validating with Pilea Surveys – designed for product teams practicing continuous discovery.

Related: Learn more about continuous discovery habits, customer feedback management, and assumption testing for product managers.

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