Start at the End: How to Build Products That Create Change
Learn to revolutionize product development by applying behavioral science. This guide explores the Intervention Design Process, showing how to create meaningful change by starting with the desired human behavior and working backward.

Table of Content
1. Introduction
1 min 51 sec
Have you ever wondered why some products seem to effortlessly weave themselves into the fabric of our daily lives while others, despite massive marketing budgets, simply vanish into the void? Often, we look at success through the lens of sales figures or technical specifications. But there is a deeper, more fundamental force at play. Truly successful products don’t just sit on a shelf; they change how we live. They alter our habits, our decisions, and our interactions. In short, they transform human behavior.
Think about the first time you used a smartphone. It wasn’t just a new piece of hardware; it was a shift in reality. It changed how you waited for a bus, how you settled a debate at a dinner table, and how you stayed connected to your family. This is what behavioral scientist Matt Wallaert calls the “End.” It’s the final state of being that a product creates.
In this exploration of Matt Wallaert’s philosophy, we are going to look at the world through the eyes of a behavioral scientist. We are going to move away from the traditional model of building a product and then trying to find a market for it. Instead, we are going to learn a systematic, scientific approach called the Intervention Design Process. This method flips the script: it asks you to define the behavioral change you want to see first, and then work your way backward to figure out what kind of product or service can make that change a reality.
Over the course of this summary, we will break down the steps of this process. We’ll talk about how to spot the gap between the world as it is and the world as it could be. We’ll look at the hidden pressures that drive our every move—some that push us toward a goal and others that hold us back. We’ll also dive into the ethical responsibilities that come with trying to influence how people act. By the end of this journey, you’ll have a roadmap for creating interventions that aren’t just gadgets, but catalysts for a new reality. Let’s begin by looking at the very first spark of any great product: the insight.
2. Identifying and Validating the Behavioral Gap
2 min 30 sec
Before you can build a solution, you must prove that a problem actually exists by finding the distance between reality and your ideal vision.
3. Crafting the Behavioral Statement
2 min 20 sec
Transform your vision into a rigorous, five-part sentence that acts as a north star for every decision you make during development.
4. Mapping the Pressures of Human Choice
2 min 03 sec
Discover the invisible forces that govern behavior by identifying the promoting and inhibiting factors that influence every decision.
5. Navigating Irrationality and Context
2 min 25 sec
Learn why humans don’t always act logically and how the same factor can both help and hinder your goals depending on the situation.
6. Designing Strategic Interventions
1 min 58 sec
Move from mapping to action by creating targeted changes that shift the balance of behavioral forces in your favor.
7. The Ethical Imperative of Behavioral Design
2 min 12 sec
Influence comes with responsibility; ensure your interventions are transparent, beneficial, and aligned with your users’ true goals.
8. The Power of the Pilot Study
1 min 53 sec
Test your ideas in the real world using small-scale, ‘dirty’ operations to find what works before investing in expensive infrastructure.
9. Scaling Success Through Data and Feasibility
2 min 12 sec
Use statistical confidence and cost-benefit analysis to transform your most effective pilots into permanent, large-scale solutions.
10. Conclusion
2 min 00 sec
As we reach the conclusion of our journey through Matt Wallaert’s Start at the End, it’s worth reflecting on how much this approach differs from the standard way we think about business and innovation. Most of the time, we are told to focus on features, on branding, or on market share. But these are just markers of success, not the cause of it. The real engine of progress is behavioral change.
By following the Intervention Design Process, you’ve learned a systematic way to bridge the gap between the world as it is and the world as it could be. We’ve seen that it starts with a humble observation—a potential insight—that must be rigorously validated. We’ve learned to write behavioral statements that serve as our north star, keeping us focused on the specific actions of specific people. We’ve explored the complex map of promoting and inhibiting pressures, recognizing that humans are not always logical and that context is everything.
We’ve also confronted the heavy weight of ethics. If we are going to be in the business of changing how people act, we must do so with transparency and a genuine commitment to their well-being. And finally, we’ve seen the importance of testing our ideas in the messy, real world through pilots before scaling up our successes.
This methodology is more than just a product development framework; it is a mindset. It’s a way of looking at every problem as a behavioral puzzle waiting to be solved. Whether you are building the next world-changing app, trying to improve public health, or just trying to help your team work more effectively, the lesson is the same: start at the end. Define the behavior you want to see, understand the forces that are stopping it, and build the bridge that allows people to cross over.
If you found this approach to behavioral science intriguing, you might want to explore how to make these changes stick for the long term. A great next step would be Nir Eyal’s “Hooked,” which delves deeper into the mechanics of habit formation and how to keep users coming back. For now, take your behavioral statement, look at your pressure map, and start building the interventions that will create the future you want to see. The end is just the beginning.
About this book
What is this book about?
Start at the End introduces a systematic methodology for building products and services that truly matter. Instead of focusing on features or sales tactics, behavioral scientist Matt Wallaert argues that the goal of every creator should be to change human behavior. By starting with the desired outcome—the behavior you want to see—you can reverse-engineer a path to success. The book outlines the Intervention Design Process (IDP), a framework that moves from identifying gaps in the current world to validating insights with data. You will learn how to draft precise behavioral statements, map out the promoting and inhibiting pressures that influence choices, and design ethical interventions. The promise is a more scientific, predictable way to innovate that reduces waste and increases the impact of your work.
Book Information
About the Author
Matt Wallaert
Matt Wallaert is a prominent behavioral scientist and entrepreneur. He has applied his expertise in psychology and human behavior to the corporate world, notably serving as the chief behavioral scientist at Microsoft and Clover Health. Throughout his career, he has focused on using behavioral science to design products that solve real-world problems. Start at the End, published in 2019, is his first book, distilling years of experience into a practical guide for builders and innovators.
Ratings & Reviews
Ratings at a glance
What people think
Listeners find the writing makes behavioral science accessible and enjoy the well-timed humor throughout. Additionally, the book is commended for its clarity and depth, with one listener highlighting that it offers a fresh perspective on product development.
Top reviews
As a product manager who has been struggling to get my team to think beyond features, this was exactly the wake-up call we needed. Wallaert makes complex psychological concepts feel totally approachable and even funny, which is rare for this genre. We’ve already started drafting our first "behavioral statements" to define exactly what change we want to see in the real world. I love how he emphasizes the ethical check before moving to the intervention phase, as that is so often ignored in tech. It’s a fresh, human-centric perspective on development that actually provides a concrete framework to follow. I’ve already bought several copies for my colleagues.
Show moreThe Intervention Design Process (IDP) described here is a game-changer for anyone in marketing or engineering. It provides a specific, repeatable methodology for creating real-world impact by starting with the "endgame" in mind. I found the distinction between the "ideal world" and the "real world" to be a simple but powerful way to frame our goals. Not gonna lie, I was skeptical about the informal writing style at first, but it grew on me. The examples provided are excellent and help ground the theories in reality. This is a must-read if you want a structured way to think about nudging consumers toward better outcomes.
Show moreFinally finished Wallaert’s take on behavioral design, and I’m mostly impressed by how he strips away the academic jargon. The core idea is the Intervention Design Process (IDP), which forces you to look at the "pressures" affecting your users before you even sketch a single UI component. To be fair, the writing is extremely chatty—almost like reading a long series of blog posts—but the humor keeps it from feeling like a dry lecture. I found the section on "promoting pressures" particularly insightful for my current project. While some might find the autobiographical anecdotes a bit much, they do humanize the science. It’s a solid blueprint for anyone trying to nudge user behavior effectively.
Show moreEver wonder why users drop off right before the finish line? This book tackles that head-on by teaching you how to identify the "inhibiting pressures" that prevent people from reaching the desired state. I appreciated the shift from "what should we build" to "what behavior do we want to see." The humor is well-placed and makes the behavioral science feel much less intimidating for a non-expert. In my experience, most business books are far too dry, so Wallaert’s energetic voice was a welcome change of pace. It's a practical guide for anyone who actually wants to change the world through their products.
Show moreIf you are tired of building products that nobody actually uses, you need to read this immediately. Matt Wallaert does a fantastic job of explaining how to design for behavioral change without making it feel like a chore. The book is incredibly easy to read, and I finished it in just two sittings because the pacing is so quick. The focus on "pressures" is a really useful mental model that I’ve already started applying to my own design work. I’ll admit the writing gets a little too self-aware at times, but the practical utility of the framework makes it worth it. It’s a very fresh take on product management.
Show moreLook, I wanted to love this book more than I actually did. The central framework of mapping out promoting and inhibiting pressures is undeniably brilliant and useful for any designer. However, the author's writing style is a major hurdle; it’s aggressively casual and sometimes feels like he's trying too hard to be the "cool" social scientist. To be fair, the insights into how to modify user behavior are backed by solid research, which saves the book from being a total miss. It’s a strange mix of high-level strategy and low-brow humor. If you can stomach the self-aware tone, there is definitely value here.
Show moreNot gonna lie, the tone of this book is a bit of a polarizing mess. One minute you’re learning about serious ethical implications and behavioral research, and the next you're reading a jokey tangent about snacks. Personally, I think the "Intervention Design Process" is a stellar framework, but the delivery is needlessly rambly and self-centered. It feels like it was written for a very specific type of tech bro who needs their science served with a side of edge. That said, the actual advice on identifying pressures and trialing interventions is quite sound. It's a good book hidden inside a somewhat annoying one.
Show moreAfter hearing a lot of hype about this book, I found it to be a bit of a mixed bag. The core premise—that we should design by starting with the behavioral outcome—is fantastic and should be standard practice. However, the prose is so "chatty" that it often feels like the author is just talking to hear himself speak. In my experience, a more thorough and serious treatment of the IDP would have been more effective. Still, the techniques for influencing user behavior are backed by good science and are worth considering. It’s a helpful resource if you can filter out the fluff.
Show moreFrankly, this felt more like a 300-page LinkedIn post than a cohesive business book. The "Start at the End" premise is simple enough—focus on the outcome behavior rather than the product features—but it gets buried under layers of self-indulgent prose. I was looking for a rigorous exploration of behavioral science, yet I got a lot of stories about the author’s life and Flaming Hot Cheetos. The formulaic nature of the Intervention Design Process is helpful, but the delivery is just too rambling for my taste. It could have been half as long and twice as impactful. I struggled to finish it because the tone felt unnecessarily coarse at points.
Show morePicked this up expecting a textbook on behavioral economics, but it felt much more like a casual memoir with some business advice sprinkled in. The constant self-references and autobiographical fluff made it difficult for me to stay focused on the actual methodology. Truth is, the IDP framework is interesting, but it doesn't need 200+ pages of "chatty" prose to explain. I found the "formulaic" approach to be a bit repetitive after the first few chapters. If you prefer your professional development books to be streamlined and serious, you might want to skip this one. It lacks the depth I was hoping for.
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