July 16, 2023

How to avoid MVP feature creep: The ICE Method

One of my favourite 5 minute tools to put to use at the early stages of developing a product strategy is the ICE scoring method: Impact, Confidence and Ease. This tool is an ultra fast hack to figure out what features you should be building.

This is only to be used when you’re at the point of planning your design/build sprint, and you’re figuring out what you can realistically do. This shouldn’t replace the overall product strategy process. There’s a whole lot of work that needs to be done before getting to this stage.

 

How the scoring system works

Create a list of features you’re considering. Next, using the formula above, we’re going to rate each from 1-3 in three categories: Impact, Confidence and Ease.

 

Impact

How much value will this feature provide to either the user or the business (or both)?

Really think about how important this feature is. Importance can be in relation to the user, the business or both. E.g. an important feature to a user is Airbnb’s ratings system. It instills trust when booking and allows the customer to have a voice. An important feature to the business would be a streamlined booking/checkout process. That helps sales.

 

Confidence

Reckon this is going to work as you intend it to?

This isn’t about gut feel – this is about whether the feature has been well researched or tested with your customer base. If it’s had success in testing, you can be confident it should work. If it’s untested, or it wasn’t received positively, it should get a low score.

For example, Airbnb’s ratings system is a feature you could be reasonably confident in. Ratings are nothing new, and they’ve been tested by countless other platforms prior to Airbnb. Its booking/checkout process is quite different. This is a really difficult thing to get right, and could even end up making things worse.

 

Ease

Time / cost to build

Pretty self explanatory, this one. Put monetary and time values against each feature you’re considering, and rate them in terms of how easy they are.

That’s it! Once you’ve ranked your prospective features, calculate the total score for each (`(Impact + Confidence + Ease) / 3 = Score`) and you should be able to very quickly narrow down what’s going into your product’s MVP.

AI Is Offering A New First Step To The Mental Health Journey

AI is creating accessible entry points to mental health support for millions who struggle silently. This thoughtful exploration examines how AI companions are becoming a first step toward wellbeing, particularly for those who find traditional support intimidating or inaccessible.
March 11, 2025

After the Interface: Rethinking Design for a World of AI Agents

SaaS interfaces are changing. With AI-driven agents taking over manual workflows, the way we design software is shifting away from dashboards and CRUD-heavy apps.
February 27, 2025

We turned 10 years of product design expertise into the ultimate AI design copilot

Using AI Vision to create the ultimate design inspiration tool
January 23, 2025

Breaking into UX & Product Design: A Guide for New Designers

How to land a design job. The skills you need, and how to get them
December 28, 2024

Adding 'flexible features' to uncover new product opportunities

How we add flexible features like notes areas, generic task management and form builders, to see how people use them and uncover possible new features
November 8, 2024

Introducing Blair, the companion to help you conquer your day

Blair's AI creates totally unique daily meditations for you, tailored specifically to what's on your mind
October 25, 2024

Pushing Through Creative Block: Learning from Artists and Musicians to Reignite Inspiration

Flow of consciousness, setting constraints, establishing routines – techniques to navigate creative blocks
April 6, 2024

Unlocking Airbnb’s Secret: How SaaS Founders Can Aim For 10 Stars And Win

Discover how Airbnb’s 10-Star framework can revolutionise your SaaS product strategy. Dive deep into visionary thinking, pragmatic…
October 2, 2023

Introducing Mast: The project tool for design teams

Incredibly excited to release Mast in early access to design teams around the world
July 16, 2023

Starting a company during a global pandemic, with Jeremy Blaze on Funemployed

NBS' founder Jeremy discusses starting NOOK during the COVID-19 pandemic with James Daly from Funemployed
November 15, 2020

Introducing NOOK: Digital Patron Check-In & Menus to Keep Australia's Hospitality Industry Afloat

Helping the hospitality sector safely navigate the COVID-19 pandemic
July 2, 2020

Why I’ve started a product design studio

For the last five or so years I’ve worked almost exclusively with tech startups, the last year of which I’ve been freelancing full-time……
March 4, 2019

Case Study: Making sense of LIVE carpark availability in UbiPark

A map-based UX project with some unique data challenges
November 29, 2018

Case Study: Embark’s design, launch & early iteration

The early days of Embark, a global public transport utility.
November 28, 2018

Enpose has been acquired by ApiLayer, solidifying their position in the screenshot API market

After a year and a half, and over 3.5 million screenshots generated, Enpose has been acquired by ApiLayer!
June 25, 2018

An exercise in reductive design: Building a beautiful API

Turning something inherently complex into a simple, intuitive experience
August 9, 2017

Explore the world and work full-time? It’s possible.

How to take on the ‘digital nomad’ lifestyle and travel the world while working
July 19, 2017