Continuous Discovery Habits - Deepstash
7 Books on Habits

Learn more about books with this collection

How to break bad habits

How habits are formed

The importance of consistency

7 Books on Habits

Discover 88 similar ideas in

It takes just

11 mins to read

The definition of Continuous Discovery

The definition of Continuous Discovery

What is Continuous Discovery? It is a product management framework for embedding customer input on every product decision. 

You know when a company does Continuous Discovery when members building the product have weekly discovery calls with customers to reach a desired outcome. 


246 reads

The mindset of Continuous Discovery

The mindset of Continuous Discovery

To make this a reality, a team needs to live by: 

a) Being outcome-oriented: to think about the value they provide rather than the output

b) Being visual: expressing  ideas not only through written/spoken words, but also by drawing

c) Thinking in continuous terms: to regard research not as a project, but as a continuous action done at any step they need

d) Being experimental: to be bold to consider experiments and not fully-built features to validate assumptions

e) Being collaborative: anyone can bring any input when brainstorming

f) Being customer-centric: to think from the customer perspective


170 reads

How to start

How to start

The most important thing to clarify is the outcome, which should be narrow enough to be managed by the team realistically, but large enough open new opportunities.

When exploring a new discovery space, the Product Trio (Developer, Designer, PO, but not limited to these roles) should start individually drawing out what they think the current experience of the customer is. 

It is important that everyone does it individually, at first, as to not bias each other when presenting. 

After exposing their opinions and discussing, it's time to merge all the experiences into one.


132 reads

Continuous Interviewing

Continuous Interviewing

When interviewing users, do not ask them direct questions, but try to elicit stories and past experiences. 

Once they start remembering events, dig deeper and excavate these stories in more detail to capture the full experience. Set this expectation from the beginning with the user.

During an interview, imagine each user event is a story, so set the scene right (location, event that triggered it, other people involved in the scene, steps taken, failures, end state). 

After you collect your insights quickly in an interview snapshot, go back and update your experience map based on what you learned.


157 reads



Metrics that can be used in product management:

  • Business Outcomes (measures business value): e.g. number of customers, retention, number of users
  • Product Outcomes (measures how the business value is created through product): e.g. time saved performing an action, satisfaction during onboarding
  • Traction Metrics (measures usage of specific features): number of clicks on a feature

Other important definitions: 

  • Lagging Indicators: usually business outcomes, measuring something after it has happened
  • Leading indicators: usually product outcomes, they can predict the direction of the lagging indicator


104 reads

Recruiting for interviews

Recruiting for interviews

Ideas to recruit for continuing interviewing

  • ask support from customer success teams: If a customer calls to cancel their subscription, schedule an interview; If a customer has a question about feature x, schedule an interview; If a customer requests a customization, schedule an interview
  • recruit in-app in specific user journeys
  • form a customer advisory board (recruit few loyal customers that you get to interview every month)


88 reads

Opportunity-Solution Tree (OST)

Opportunity-Solution Tree (OST)

Imagine the problems users have as trees. 

The root of a tree is a big problem, that causes multiple other problems/branches to arise. Every branch needs to be different from the others, otherwise, it needs to be rethought. 

To decide whether an opportunity belongs to a tree, we need to ask:

  • Is this opportunity framed as a customer need, pain point, or desire and not a solution?
  • Is this opportunity unique to this customer, or have we seen it in more than one interview?
  • If we address this opportunity, will it drive our desired outcome? 


76 reads

Anti-Patterns of OST

Anti-Patterns of OST

  • Vertical Opportunities - not recommended, either add multiple branches into one root or do more research on sibling opportunities
  • Multiple parents -no opportunity should have two parents
  • Opportunities not specific - wishes and feelings do not constitute opportunities (eg I wish this had a good user experience)
  • Solutions in disguise - opportunities should not mean or use features, but needs
  • Capturing feelings as opportunities - Capture the cause of the feeling and not the feeling itself (e.g.  I feel frustrated when using the product)


28 reads

Prioritizing Opportunities

  1. Assess your first level opportunities by contrasting them against each other. 
  2. Do the same for the children of the opportunities until you reach one you'd like to test


  • Number of users and customers affected
  • Frequency of the problem
  • Market factors
  • Company factors
  • Customer factors


123 reads

Identifying Hidden Assumptions

Identifying Hidden Assumptions

Different types of assumptions can exist for an idea: 

  • Desirability: Is the product wanted by users or has it been only mentioned once in a discussion? 
  • Viability: Is the idea realistic for the business? Even the most desirable idea is not worth investing in if it is not profitable.
  • Feasibility: Do the law and regulations or technology allow it? 
  • Usability: Is it usable enough for the user? Can customer actually do their tasks in good time? 
  • Ethical: Should it be built, or is it against moral principles? Does it collect potentially dangerous data, that can be used for unintended purposes? 


45 reads

Story-map solutions to find assumptions

Story-map solutions to find assumptions

First, we imagine an existing solution for the opportunity. We map users and write the steps they need to do in the solution sequentially over time (e.g. User comes to create content -> Users opens the editing mode -> User edits content -> User publishes content)

For each step we start writing its assumptions. E.g.

User comes to create content:

  • Desirability: Our user wants to create content.  Our user wants this on our platform.
  • Usability: Our user knows to create content on our platform.
  • Feasibility: Our platform is available for the user to create content.

This continues for all steps.


56 reads

Prioritising Assumptions

Prioritising Assumptions

Not all assumptions need to be tested. To identify what is more critical at this moment, we can prioritise them on a quadrant, in which horizontally we have scale of evidence (how much evidence we have for it to be true) and vertically importance of the assumption (how critical it is to happen so that the idea is possible). 

We then place each assumptions on the quadrant relative to each other. This is not a precise exercise, but rather one that helps us select what we know now. We then start with few of them from top-right corner (most important with the weakest evidence).


35 reads

Running Assumption Tests

Running Assumption Tests

A team can run around 15-20 discovery iterations a week. The tools that should be in a team's toolbox are:

  • unmoderated user testing: allows you to test a prototype with participants at their own time, for which you get a video of their work
  • one-question surveys
  • database data. E.g. what people are searching in the search bar

What not do to:

  • avoid overly complex simulations
  • not defining evaluation criteria
  • testing with the wrong audience
  • designing for less than the best case scenario


25 reads



User Researcher, passionate about behaviours and building the right products. I 'stash' about research, self-development and education.


Having the right framework and process in place makes 80% of the work in product management.

Curious about different takes? Check out our Continuous Discovery Habits Summary book page to explore multiple unique summaries written by Deepstash users.

More like this

Continuous Discovery Habits

9 ideas

Continuous Discovery Habits

13 ideas

Continuous Discovery Habits

9 ideas


Explore the World’s

Best Ideas

200,000+ ideas on pretty much any topic. Created by the smartest people around & well-organized so you can explore at will.

An Idea for Everything

Explore the biggest library of insights. And we've infused it with powerful filtering tools so you can easily find what you need.

Knowledge Library

Powerful Saving & Organizational Tools

Save ideas for later reading, for personalized stashes, or for remembering it later.

# Personal Growth

Take Your Ideas


Organize your ideas & listen on the go. And with Pro, there are no limits.

Listen on the go

Just press play and we take care of the words.

Never worry about spotty connections

No Internet access? No problem. Within the mobile app, all your ideas are available, even when offline.

Get Organized with Stashes

Ideas for your next work project? Quotes that inspire you? Put them in the right place so you never lose them.


2 Million Stashers


5,740 Reviews

App Store


72,690 Reviews

Google Play

Shankul Varada

Best app ever! You heard it right. This app has helped me get back on my quest to get things done while equipping myself with knowledge everyday.


Don’t look further if you love learning new things. A refreshing concept that provides quick ideas for busy thought leaders.

Sean Green

Great interesting short snippets of informative articles. Highly recommended to anyone who loves information and lacks patience.

Ashley Anthony

This app is LOADED with RELEVANT, HELPFUL, AND EDUCATIONAL material. It is creatively intellectual, yet minimal enough to not overstimulate and create a learning block. I am exceptionally impressed with this app!

Ghazala Begum

Even five minutes a day will improve your thinking. I've come across new ideas and learnt to improve existing ways to become more motivated, confident and happier.

Giovanna Scalzone

Brilliant. It feels fresh and encouraging. So many interesting pieces of information that are just enough to absorb and apply. So happy I found this.

Laetitia Berton

I have only been using it for a few days now, but I have found answers to questions I had never consciously formulated, or to problems I face everyday at work or at home. I wish I had found this earlier, highly recommended!

Jamyson Haug

Great for quick bits of information and interesting ideas around whatever topics you are interested in. Visually, it looks great as well.

Read & Learn

20x Faster





Access to 200,000+ ideas

Access to the mobile app

Unlimited idea saving & library

Unlimited history

Unlimited listening to ideas

Downloading & offline access

Personalized recommendations

Supercharge your mind with one idea per day

Enter your email and spend 1 minute every day to learn something new.


I agree to receive email updates