Validation tools

Q: What are validation tools?

Validation tools help you confirm you’re on the right track before you ship. You use them when you need clear, quantified alignment from your customers, so you don’t rely on opinions in the meeting room. In Leanlab, validation typically means Sorting (prioritizing and grouping what matters), Surveys (measuring sentiment and direction with structure), and Polls (getting a fast “yes/no/this/that” signal when speed matters).

Q: What is “Sorting” in Leanlab, and when should we use it?

Leanlab Sorting lets users categorize or prioritize things like features, values, or ideas, so you learn how customers think and what matters most before you commit. This overlaps with established UX practice: “card sorting” is widely used to uncover users’ mental models and how they group information.

Q: What’s the difference between a survey and a poll (and which should we choose)?

Simple rule: Survey = structured opinions and sentiment tracking (more depth). Polls = quick, single-question checks for fast decisions (more speed). That matches common “poll vs survey” guidance: polls are quick snapshots, surveys are deeper questionnaires for richer insight.

Q: Can participants see poll results (and why is that useful)?

Yes. Leanlab Polls can show participants how their opinion compares to others, which can increase engagement and make polls feel more interactive (useful for sprint-level decisions and campaign checks).

Q: What does “AI-Powered Research” do for validation work?

Leanlab is powered by an AI agent that can act like a personal research advisor, helping you design you research, going deeper, finding new insights, and turning results into actions (so you’re not stuck with raw feedback).

Q: What kind of teams benefit most from Leanlab validation methods?

Any team that needs fast, evidence-backed decisions, especially when multiple stakeholders need alignment. The Leanlab Customer Lab and all the tools within it are especially suitable for CX, UX, Product, and Marketing teams. Leanlab customers have scaled to 100+ mini research projects by using direct access to customers and simple, fast research activities, showing the kind of speed and momentum Leanlab is built to support.

Validate with confidence.

Ensure your direction is right before launch. Validation tools - sorting, surveys, and polls - give you clear, quantified alignment from your customers.

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Frequently Asked Validation Tool Questions

Everything you need to know about Leanlab's validation tools

What are validation tools?

Validation tools help you confirm you’re on the right track before you ship. You use them when you need clear, quantified alignment from your customers, so you don’t rely on opinions in the meeting room.

In Leanlab, validation typically means Sorting (prioritizing and grouping what matters), Surveys (measuring sentiment and direction with structure), and Polls (getting a fast “yes/no/this/that” signal when speed matters).

What is “Sorting” in Leanlab, and when should we use it?

Leanlab Sorting lets users categorize or prioritize things like features, values, or ideas, so you learn how customers think and what matters most before you commit.

This overlaps with established UX practice: “card sorting” is widely used to uncover users’ mental models and how they group information.

What’s the difference between a survey and a poll (and which should we choose)?

Simple rule:

Survey = structured opinions and sentiment tracking (more depth).
Polls = quick, single-question checks for fast decisions (more speed).

That matches common “poll vs survey” guidance: polls are quick snapshots, surveys are deeper questionnaires for richer insight.

Can participants see poll results (and why is that useful)?

Yes. Leanlab Polls can show participants how their opinion compares to others, which can increase engagement and make polls feel more interactive (useful for sprint-level decisions and campaign checks).

How do Validation Tools fit into the product development lifecycle?

Leanlab’s platform is based on a “double diamond” flow: design (ideate),develop (test), and deliver (validate) throughout the journey. Validation Tools are the “quantified alignment” step to reduce launch risk and confirm direction.

What does “AI-Powered Research” do for validation work?

Leanlab is powered by an AI agent that can act like a personal research advisor, helping you design you research, going deeper, finding new insights, and turning results into actions (so you’re not stuck with raw feedback).

What kind of teams benefit most from Leanlab validation methods?

Any team that needs fast, evidence-backed decisions, especially when multiple stakeholders need alignment. The Leanlab Customer Lab and all the tools within it are especially suitable for CX, UX, Product, and Marketing teams.

Leanlab customers have scaled to 100+ mini research projects by using direct access to customers and simple, fast research activities, showing the kind of speed and momentum Leanlab is built to support.

“Until now, we have been doing over 100 mini research projects. That’s something we would never have been able to do without the direct access to customers and easy-to-use activities that Leanlab provides. It really allows us to connect with our customers faster and deliver the right solutions.“

Jenni Reijonen

Head of CX Renewal and Design Tools, LocalTapiola

See hoe LocalTapiola does it