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UX Metrics Framework

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Measure / Concepts

Concepts

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Concept Testing and UX

Daria Krasovskaya

Explains concept testing as a structured way to share ideas, prototypes, or features and check whether users actually find them useful. Useful when validating that a product idea solves a real user problem before investing more.

Concepts
Set Your Product's Course with Concept Testing

Nikki Anderson-Stanier

Frames concept testing as a way to put early ideas in front of users to learn whether the product direction feels right. Useful when picking between directions and you want signal before investing in build.

Concepts
How To Concept Test (UX Framework Vide)

Christopher Nguyen

Step-by-step framework for running a concept test, from defining the problem to picking success metrics and a prototype. Useful when you want fast user feedback before investing in build.

Concepts
Minimum Viable Product FAIL\!\!\! (video)

Development That Pays

Walks through why many MVPs fail by being too small to be useful or too big to ship fast, using the famous skateboard-to-car example. Useful when a team is planning a first release and wants to avoid a flop that teaches nothing.

Concepts
The Anatomy of a Winning Marketing Message

Frank Rocchio

Breaks a winning marketing message into brand foundations, audience clarity, and value framing that drives commerce. Useful when reworking core messaging that is not landing with buyers.

Concepts
6 Decisions To Make When Designing Product Concept Tests

Relevant Insights

Six big decisions to make before running a product concept test, including monadic vs multiple, branding, sampling, normative data, and analysis. Useful when designing concept tests and you want a checklist to make consistent calls.

Concepts
Ideation Sprints for New Products & Services

Christina Wodtke

How to run ideation sprints to generate, test, and converge on new product or service concepts in a short window. Useful when a team needs many ideas fast and a structure to choose between them.

Concepts
Emotional Design in UI: How to Evoke Feelings and Build User Connections

Jakub Wojciechowski

Looks at how UI choices like color, typography, and microinteractions shape emotional response and user connection. Useful when revamping a UI and you want to align visual decisions with the feeling you want users to have.

Concepts
Know the Behavioral Psychology Principles Behind Designs

Archana Chowty

Highlights behavioral psychology principles like mental models and the Von Restorff Effect that shape how users notice and remember design choices. Useful when reviewing a UI and you suspect users miss key elements.

Concepts
Emotional Design: How Emotion-Driven Elements Influence User Behavior and Satisfaction in UX

Ivacan

Walks through emotional design using Don Norman’s three levels and shows how color, microinteractions, and storytelling shape user behavior. Useful when a product feels flat and you want concrete ways to add emotional pull.

Concepts
Why You Need Positioning Concept Testing in New Product Development

Michaela Mora

Argues that customers buy benefits, not features, and shows how positioning concept testing reveals which benefits matter most before launch. Useful when planning research for a new product and you want to test value framing, not just features.

Concepts
EAST Framework: Four Simple Ways to Apply Behavioural Insights

The Behavioral Insights Team

The Behavioural Insights Team's original EAST guide explains four simple levers for applying behavioral science. Useful when a team wants the source paper behind EAST.

Concepts
Looking to influence user behaviour? Set your compass to EAST

Stephen Ratcliffe

Stephen Ratcliffe shows how to apply the EAST framework in UX to influence user behavior. Useful when a designer wants concrete UX moves grounded in behavioral science.

Concepts
3 frameworks and models to help drive behaviour change

Chris Harvey

Chris Harvey shares three behavior change frameworks teams can use in research and product work. Useful when a team designing for behavior change wants a small set of proven models.

Concepts
\[Figma Community Template\] Value Proposition Canvas - Template

Sarah Mamy

Sarah Mamy's Figma community Value Proposition Canvas template gives a team a shared workspace to map customer jobs, pains, gains, and product fit. Useful when a team wants a fast canvas to align on value with users.

Concepts
\[Figma Community Template\] Business model canvas

Figma

Figma community Business Model Canvas template lets a team map a model in one shared place. Useful when a team wants a quick collaborative canvas to fill in together.

Concepts
The Art of Storyliving: Enabling Interactive Guest Experiences with AI

Manos Karagiannis

Manos Karagiannis explores how AI can power interactive 'storyliving' guest experiences in hospitality. Useful when a hospitality team wants to imagine new AI-powered moments.

Concepts
From Generic to Genius: Personalizing User Experiences with Generative AI

Bethany Petryszak

Bethany Petryszak shows how generative AI moves UX from generic to genius-level personalization. Useful when a team wants concrete examples of GenAI used in personalization.

Concepts
Minimum Viable Product (MVP): How The Iterative Process Works

Sid Arora

Sid Arora reframes MVP as an iterative learning process, not a first version, with three goals: test, learn, validate. Useful when a team treats MVP as 'v1' and ships too much too soon.

Concepts
Creating a Winning Value Proposition: The Key to Building a Product People Will Actually Buy

Angela Yang

Argues that a strong value proposition is the foundation of a startup, drawing on Y Combinator and Michael Skok's framework. Useful when a founder is shaping a product idea and wants a checklist for what makes a value prop strong.

Concepts
A Value Proposition Canvas Example (video)

TK Kader

TK Kader walks through a worked Value Proposition Canvas example and a four-step way to write a one-sentence pitch. Useful when a founder needs a sharp value statement to test a product concept with prospects.

Concepts
Value Proposition Canvas Explained

STRATEGYZER

Strategyzer video that walks through the Value Proposition Canvas as a tool to map customer jobs, pains, gains, and your offer. Useful when a product team needs a quick how-to before running a value proposition workshop.

Concepts
MVP to MVM: The Crucial Step Most Founders Miss

Shubha K. Chakravarthy

Shubha Chakravarthy on moving from MVP to MVM (minimum viable monetization). Useful when founders want to plan paid revenue early.

Concepts
How would you know if an MVP is too big?

Cristina Cortés Otero

Cristina Cortés on signs an MVP has grown too big. Useful when teams suspect scope creep but cannot prove it.

Concepts
A Step-by-Step Guide to Build a Minimum Viable Product (MVP)

Amit Manchanda

Step-by-step guide to building a minimum viable product. Useful when first-time founders need a clear playbook.

Concepts
MVP is Over. You Need to Think About MVE

Pete Sena

Pete Sena argues MVPs are over and pushes for the Minimum Viable Experience (MVE). Useful when teams want to ship something more polished than a basic MVP.

Concepts
Leadership Doesn’t Care About MVP

Michael Connolly

Michael Connolly on why leadership often does not care about the classic MVP framing. Useful when execs push back on lean talk.

Concepts
The Role of Prototyping and Testing in the Product Management Process

Manindar Kumar Singh

Explains how prototyping and testing slot into the product management process. Useful when PMs need a refresher on why early testing pays off.

Concepts
4 laws of behaviour change applied to Product Management\!

Reshuka Jain

Applies James Clear's four laws of behavior change to product management work. Useful when you want a fresh frame for designing user habits in your product.

Concepts
We found the match\!

Payal Bhujwala

Capstone case study on matching users to a service with concept testing. Useful when you want a real student-team example of concept testing end-to-end.

Concepts
Concept Testing: What You're Doing Wrong & 5 Ways to Do It Better

Grace Fan

Five common concept testing mistakes and how to fix them. Useful when results feel off and you want a checklist of pitfalls to avoid.

Concepts
How to run concept testing that isn't worthless?

Reddit, Inc.

Reddit thread where researchers share what makes concept tests actually useful. Useful when your concept tests feel like checkbox work and you want to make them matter.

Concepts
Concept Testing: Validate ideas before they hit the market

Daniel Pidcock

Practical guide to concept testing as a way to validate ideas before market launch. Useful when you have an idea you can't kill and need to put it in front of users.

Concepts
The Value Of Concept Testing As Part Of Product Design

Victor Yocco, PhD

Smashing Magazine piece on why concept testing belongs in product design and how to make it count. Useful when you want to convince your team to test concepts before building.

Concepts
UX with Intent Frames: Design and Analyze with Content Early

Simone Ehrlich

Walkthrough of how Workday uses 'intent frames' to design and analyze content with engineers early. Useful when you need a structured way to capture and test user intent before building.

Concepts
Ideation: From Ideas to Learning Experience Map

Yu Zhao

Walks an ideation session where a team turned 20 ideas into a learning experience map, focused on student motivation and breakthroughs. Useful when running a session that needs to move from many ideas to a structured map of the experience.

Concepts