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Product Manager Interviews  Module 2 – Product sense and product design

Designing a product for a user group

Answer design-a-product questions end to end: choose a user and a problem, compare three solutions, decide with criteria and define an MVP with its metrics.

  • Intermediate
  • 15 minutes
  • Examples run with Python 3.14.8, Pyodide 314.0.7 and sql.js 1.14.2
  • By MySmartCoPilot
Free core, Pro depth: 5 of 15 minutes free
Free: One prompt, six steps, one decision · Three solutions that differ in approach, then a decision · The first version tests the riskiest assumption · 2 more sections. With a pass: 3 in-depth parts and 3 interview answers, about 10 minutes.

What you will learn

  • Answer a design-a-product question end to end with the six-step method
  • Generate distinct solutions and choose one with explicit criteria
  • Define a minimum viable product and say what it leaves out
  • Name the success metrics and guardrails of the product you design

Before you start

Design a product for people who have just moved to a city and need home repairs they can trust. The prompt names a group of people and a need and leaves the rest to you: no product, no data and about 45 minutes in which to reach one decision the interviewer can follow.

Below, that prompt is answered end to end at the depth of a solid mid-level answer, with the track’s six steps: a user, a problem, three solutions, a decision with criteria, the smallest first version and the numbers that would show it worked.

One prompt, six steps, one decision

Design questions take the shape “design a product for [a group of people] in [a situation]”. Nothing exists yet, which sets them apart from improving a product or critiquing one, so the user and the problem you choose carry the whole answer. Step through the home-repair prompt, answered with the six steps of the method lesson:

Interactive · stage by stage One design prompt answered with the six steps Step through the home-repair prompt answered at mid level. Each step shows what the candidate says and why, and where they go back to check a limit.
One design prompt answered with the six steps, step 9 of 9. Showing Clarify (new service, one city), Choose a user (tenants new to the city), Name the problem (whom to trust at home), Three solutions (directory, service, board), Decide (managed service first), First version, metrics (3 jobs, 2 areas, 10 workers).check a limitClarifynew service, one cityChoose a usertenants new to the cityName the problemwhom to trust at homeThree solutionsdirectory, service, boardDecidemanaged service firstFirst version, metrics3 jobs, 2 areas, 10 workers

The drawing shows the whole scene; its 9 steps are listed below.

Every step as text
  1. The prompt. The prompt: design a product for people who have just moved to a city and need home repairs they can trust. The candidate has about 45 minutes and checks in after clarifying, after choosing the user and after deciding.
  2. Clarify. Two questions that change the plan: is this a new product or part of an existing app, and what does success mean? The interviewer says a new service in one large city, and the goal is people who come back. The candidate states one assumption aloud: success is a second booking.
  3. Choose a user. Three groups need repairs: owners of newly built flats, older people who live alone, and tenants who moved for a job in the last six months. The candidate picks the new tenants: they know nobody to ask, and a leak cannot wait for a slow landlord.
  4. Name the problem. Their problems: not knowing whom to let into their home, not knowing a fair price, and not being home when a worker is available. Trust comes first, because no other problem matters until they open the door.
  5. Three solutions. Three approaches, not three features: a directory of checked workers with reviews, a managed service that sends its own vetted workers at fixed prices, and a board where neighbours recommend workers they have used.
  6. Check a limit. One fact decides between the first two, so the candidate checks it: can the company employ and vet its own workers? The interviewer says yes. A company that only writes software would have to start from the directory.
  7. Decide. The criteria: the effect on trust, the effort, the risk and the fit with repeat use. The managed service wins on trust and fit, at the highest effort, an operations team. The board fails new tenants, who have no neighbours on it yet.
  8. First version, metrics. The first version tests the riskiest assumption, that new tenants will let a vetted stranger in at a fixed price: three common jobs, two neighbourhoods, ten workers, booked by phone. Success is the share of first customers who book again within 60 days, with damage or safety complaints as the guardrail.
  9. The answer, end to end. A new tenant in a strange city, a problem of trust, a managed service chosen from three with the criteria said aloud, a first version that tests one assumption, and a number that would show people came back.

Each step answered the question the next one needed. The new tenants made trust the problem, trust made the managed service the choice, and the choice decided what the first version had to test. Google’s interview tips ask candidates to tell the interviewer when they make an assumption or go deep instead of broad, and why. Choosing one group and one problem is going deep, so say why you chose them.

Not affiliated

Based on public information about Google and Atlassian. MySmartCoPilot is not affiliated with Google and Atlassian, and Google and Atlassian’s real interview advice may differ from what this lesson describes.

Three solutions that differ in approach, then a decision

Distinct solutions differ in how they solve the problem. A directory, a managed service and a neighbours’ board are three approaches; search, filters and reviews are three features of one directory. The Double Diamond, the Design Council’s picture of the design process, works the same way in its second half: develop different answers to the problem you defined, then test them on a small scale.

Then decide with criteria said aloud: the effect on the chosen problem, the effort, the risk and the fit with the goal. Atlassian’s product interview handbook lists prioritising for outcomes, and saying no when needed, among the skills it looks for. Answer the questions about the company, and the table marks the solutions that fit.

Interactive · answer and compare Which solution fits the goal and the limits? Answer the three questions about the company. The table marks the solutions that fit and says why the others fall away.
What does the company want from its first year?
Can the company employ and vet its own workers?
Must the first version launch within three months?

Answer the questions above: the table then marks what fits your case and says why the rest does not.

Three solutions for people new to a city who need repairs they can trust, against four criteria
Solution Effect on trust Effort Risk Fit with repeat use
Verified directory Approach: a tool: checked workers and their reviews Mixed A checked badge helps, but reviews can be faked and new workers have none Good Software and a check of each worker: a small team can build it Mixed A bad job reflects on the app, which controls nothing after the booking Mixed People may come back, but each job depends on workers it does not employ
Managed repair service Approach: a service: its own vetted workers at fixed prices Good The company vets every worker, fixes the price first and stands behind the job Poor Hiring, vetting, scheduling and support: an operations team before any app Mixed Worker supply and liability for damage sit with the company Good One good job makes the next booking likely, which is the goal
Neighbours' board Approach: a community of recommendations Good People trust a neighbour who used the worker last month Good A board and a check of who posts Mixed Empty for weeks in an area where nobody has posted yet Poor New tenants are the people least likely to know a neighbour to ask
How the answers decide
  • “What does the company want from its first year?” People it serves coming back: adds a caveat to Verified directory and Neighbours' board. Repeat use needs a good job every time. A directory controls nothing after the booking, and a new tenant has no neighbours on the board yet.
  • “What does the company want from its first year?” As many users as fast as possible: adds a caveat to Managed repair service. A managed service grows only as fast as it can hire and vet workers, so it reaches people slowly.
  • “Can the company employ and vet its own workers?” No, it only writes software: rules out Managed repair service. Without its own workers there is no managed service to offer. Start from the directory and make its checks as strict as software allows.
  • “Must the first version launch within three months?” Yes: adds a caveat to Managed repair service. Hiring and vetting a first team of workers can fill most of three months before the first job is done.

In short: with repeat use as the goal and an operations team within reach, the managed service fits. A company that only writes software starts from the directory and accepts a weaker hold on trust.

Key idea

Generate approaches, not features, and decide with the criteria said before the choice, so that the interviewer can follow why one approach beat the other two.

Checkpoint

Check: Distinct solutions and a decision with criteria · The six steps on a design prompt

  1. Question 1 of 2 Which set gives three distinct solutions for the home-repair prompt?

    Choose one answer.

    Show the answer: Question 1 of 2

    Answer: A directory of checked workers, a managed repair service and a neighbours' recommendation board

    Distinct solutions differ in how they solve the problem: a tool, a service, a community. Features belong inside whichever approach you choose.

  2. Question 2 of 2 Before deciding between the directory and the managed service, the candidate in the figure checks one fact with the interviewer. Why?

    Choose one answer.

    Show the answer: Question 2 of 2

    Answer: Whether the company can employ and vet workers decides whether the managed service is possible at all

    Going back to clarify mid-answer is fine when one fact decides between the options. Ask it, say what each answer would mean, and decide.

The first version tests the riskiest assumption

A minimum viable product: The smallest version of a product that real users can try, built to test whether the solution's riskiest assumption holds. It leaves out everything that the test does not need. is the smallest version that real users can try and that shows whether the solution’s riskiest assumption holds. For the managed service, that assumption is that new tenants will let a vetted stranger into their home at a price fixed in advance. If they will not, nothing else about the service matters, so the first version tests that and leaves the rest out:

In the first version Left out until the assumption holds
Three jobs: a leaking tap, a tripped switch, a jammed door Every other trade
Two neighbourhoods where many tenants are new The rest of the city
Ten vetted workers at fixed prices Independent workers
Booking by phone or a short form An app with payments and ratings

Saying what the first version leaves out, and why, is what interviewers listen for: it shows that you know what the test needs.

A smaller copy of the whole product

Wrong: “Version one has every feature, with fewer screens.” Right: “Version one tests one assumption, that new tenants will let a vetted worker in.” A smaller copy of everything tests nothing in particular and takes almost as long to build.

Metrics follow the goal, with a guardrail

The goal was repeat use, so the primary metric is the share of first customers who book a second job within 60 days. Supporting metrics explain why it moves, and a guardrail metric: A metric that must not get worse while a team pushes another metric up, such as notification opt-outs while it sends more offers. If it does get worse, the change is stopped or rethought. More in “Product metrics and the north star metric” watches what the push could break:

Metric Its role
Second booking within 60 days, by first customers Primary: the goal itself
Jobs fixed on the first visit Supporting: a reason people return
Hours from request to visit Supporting: a reason people return
Damage or safety complaints per 100 jobs Guardrail: must not rise

Give the primary metric a number to beat and say what a miss would mean. MySmartCoPilot’s example: if fewer than one first customer in four books again, trust is not there yet, and the next step is to ask the others why.

Checkpoint

Check: The minimum viable product · Metrics and a guardrail

  1. Question 1 of 2 Which item belongs in the first version of the managed repair service?

    Choose one answer.

    Show the answer: Question 1 of 2

    Answer: Fixed prices for three common jobs

    A first version keeps what its test needs and leaves out the rest: three jobs, two neighbourhoods, ten workers and fixed prices test the riskiest assumption.

  2. Question 2 of 2 Which is the guardrail of the managed repair service?

    Choose one answer.

    Show the answer: Question 2 of 2

    Answer: Damage or safety complaints per 100 jobs

    A guardrail watches what the push for the primary metric could break. Here that is the safety of customers and their homes.

Practise: first decisions for two briefs

Make the first decisions for two new briefs. Each choice says why it is right or what it misses.

Checkpoint

Your first decisions

  1. Question 1 of 3 Brief: "Design a product for people who cycle to work in a hilly city." Which user choice is strongest?

    Choose one answer.

    Show the answer: Question 1 of 3

    Answer: People who have just started cycling to work and give up on hot or hilly days, because a product could keep them cycling

    Choose a group by situation and need, with the reason: new commuters who give up on hills have a problem that a product can change.

  2. Question 2 of 3 For those new commuters, which three solutions differ in approach?

    Choose one answer.

    Show the answer: Question 2 of 3

    Answer: A monthly rental of electric bikes, a map of routes that avoid the steepest climbs, and showers and lockers shared by nearby offices

    Distinct approaches change how the problem is solved: give people power, give them better routes, or remove what puts them off when they arrive.

  3. Question 3 of 3 Brief: "Design a product for retired people who want to volunteer." The goal is more people who volunteer regularly. Which primary metric fits?

    Choose one answer.

    Show the answer: Question 3 of 3

    Answer: The share of people who sign up and are still volunteering at least twice a month three months later

    The primary metric is the goal in numbers. "Regularly" needs a time span and a frequency, so measure who is still volunteering months later.

The self-check that follows picks each next question from the idea you have answered least well so far.

Practice that adapts to you

Practise this lesson

12 questions about 7 ideas of this lesson. Each answer is explained at once, and what you get right is kept in this browser.

  1. Question 1 of 12 What sets a design-a-product question apart from an improve question?

    Choose one answer.

    Show the answer: Question 1 of 12

    Answer: Nothing exists yet, so the user and the problem you choose carry the whole answer

    "Design a product for [a group] in [a situation]" leaves everything open, which is why choosing a user and a problem comes first.

  2. Question 2 of 12 In the home-repair answer, why did trust come before a fair price as the problem to solve?

    Choose one answer.

    Show the answer: Question 2 of 12

    Answer: No other problem matters until tenants let a worker in

    Rank the problems by what they block. A tenant who will not open the door never reaches the question of price.

  3. Question 3 of 12 Google's interview tips say to tell the interviewer when you go deep instead of broad, and why. Where does the home-repair answer go deep?

    Choose one answer.

    Show the answer: Question 3 of 12

    Answer: In choosing one group, new tenants, and one problem, trust, out of several

    Going deep means choosing one group and one problem and following them through. Say the choice and its reason aloud.

  4. Question 4 of 12 Which four criteria does the lesson decide between solutions with?

    Choose one answer.

    Show the answer: Question 4 of 12

    Answer: The effect on the chosen problem, the effort, the risk and the fit with the goal

    Effect, effort, risk and fit. Say them first, then let them decide between the approaches.

  5. Question 5 of 12 The interviewer says the company only writes software and cannot employ workers. Which solution leads?

    Choose one answer.

    Show the answer: Question 5 of 12

    Answer: The verified directory, with a weaker hold on trust that its checks must make up for

    A limit can rule an option out before the criteria are weighed. Say which option it removes and why, then choose among the rest.

  6. Question 6 of 12 The goal changes from repeat use to reaching as many people as possible, as fast as possible. What happens to the managed service?

    Choose one answer.

    Show the answer: Question 6 of 12

    Answer: It earns a caveat, because it grows only as fast as the company can hire and vet workers

    The same criteria weigh differently under a different goal. Fast reach puts the effort and the speed of growth first.

  7. Question 7 of 12 What is a minimum viable product?

    Choose one answer.

    Show the answer: Question 7 of 12

    Answer: The smallest version real users can try that shows whether the riskiest assumption holds

    Minimum: everything the test does not need is left out. Viable: what remains does the job well enough that users' behaviour tells you something.

  8. Question 8 of 12 What is the riskiest assumption of the managed repair service?

    Choose one answer.

    Show the answer: Question 8 of 12

    Answer: That new tenants will let a vetted stranger into their home at a price fixed in advance

    Find the assumption that, if false, makes everything else pointless, and build the smallest thing that tests it.

  9. Question 9 of 12 A meal-kit idea for people who work late assumes they will cook a 20-minute recipe after work. Which first version tests that assumption?

    Choose one answer.

    Show the answer: Question 9 of 12

    Answer: Deliver kits for one recipe to 30 people for two weeks and count how many kits get cooked

    The same move as the repair service: name the riskiest assumption and test it with real users at the smallest scale that can show the answer.

  10. Question 10 of 12 How does the lesson's answer arrange its metrics?

    Choose one answer.

    Show the answer: Question 10 of 12

    Answer: One primary metric tied to the goal, two supporting metrics that explain it, and one guardrail

    Primary, supporting and guardrail: the goal, its explanation and its protection.

  11. Question 11 of 12 Why is the primary metric the share of first customers who book again within 60 days, rather than the number of bookings?

    Choose one answer.

    Show the answer: Question 11 of 12

    Answer: The goal is repeat use, and bookings can rise through a launch campaign while nobody comes back

    Tie the primary metric to the goal. Repeat use is a second booking, so measure the share of first customers who make one.

  12. Question 12 of 12 Fewer than one first customer in four books again within 60 days. What does the lesson's plan say to do?

    Choose one answer.

    Show the answer: Question 12 of 12

    Answer: Treat it as trust not being there yet, and ask the customers who did not return why

    State the number to beat before the test, and what you would do if it is missed: here, ask the customers who left why trust did not come.

One prompt answered at three levels, with what each adds Pro: opens with a Pro, Premium or Ultimate pass

The same home-repair prompt, answered by an associate, a mid-level and a senior candidate. The six steps stay the same; each level looks further ahead, at risks, at the order of work and at the people needed to make it happen.

In this part:

  • What the associate answer gets right, and where it stops
  • What the mid-level answer adds: options, criteria and a test
  • What the senior answer adds: order, risk and the economics
  • A rubric for each level

1 diagram · about 5 minutes

Opening this part with your pass…

This part opens with any MySmartCoPilot pass.

  • Pro pass · 1 week₹79$2.99
  • 30 days₹179$5.99
  • 1 year₹1,699$45

One payment; a pass never renews. The price shown is the total you pay: no fees or charges are added at checkout.

It also opens every other in-depth part in Learn and every Pro tool. Sales are final, except where the law gives you a right to withdraw, for example in the EU and the UK (refund policy).

Five slips that cost the round, reproduced and fixed Pro: opens with a Pro, Premium or Ultimate pass

Weak design answers usually fail in one of five ways. Each slip below is shown as a candidate says it, then rewritten, with the follow-up an interviewer is likely to ask on hearing it.

In this part:

  • Slip one: features before anyone is chosen
  • Slip two: options listed but never chosen
  • Slip three: success with no number to judge it by
  • Slip four: a limit of the prompt ignored
  • Slip five: ten ideas and no depth
  • The five slips side by side
  • Hearing a slip in your own answer, minute by minute

about 4 minutes

Opening this part with your pass…Pro part. It opens with the same pass as the part above.

Four practice briefs with scoring guides Pro: opens with a Pro, Premium or Ultimate pass

Four original briefs to answer aloud, 25 minutes each. Each has a scoring guide that says what a strong answer contains at each step, and a sample decision path to compare with yours afterwards, never before.

In this part:

  • Brief 1: a clinic whose patients live 30 km away
  • Brief 2: a college canteen at lunch hour
  • Brief 3: a warehouse team on night shifts
  • Brief 4: freelance designers looking for clients

about 4 minutes

Opening this part with your pass…Pro part. It opens with the same pass as the part above.

Interview questions

  1. Fresher to mid · Warm-up

    What makes a product a minimum viable product, and what is it not?

    A minimum viable product is the smallest version of a product that real people can use, built to test whether the solution's riskiest assumption holds. Minimum means that everything the test does not need is left out; viable means that what remains does the job well enough for people's behaviour to tell you something. For a service that lends tools between neighbours, the riskiest assumption might be that people will lend a drill to a stranger, and a first version could be a shared list for one apartment block, run by hand for a month. It is not a buggy copy of the full product, a demo that nobody uses or every planned feature with fewer screens, because none of those tests one assumption. In an answer, name the assumption, say what the first version leaves out and what result would change your plan.

  2. Fresher to senior

    Design a product for working parents of toddlers in a large city. Walk through your user choice, the problem you solve and how you would know it worked.

    Model answer, Pro. Model answers open with any pass; prices are in the notice on this page. First step and follow-ups

  3. Mid to senior

    Design a product that helps smallholder farmers decide when to irrigate. What do you build first, and which constraints change your design?

    Model answer, Pro. First step and follow-ups

  4. Fresher to mid

    Design a product for students living in college hostels. The interviewer wants the one feature you would launch first and its success metric.

    Model answer, Pro. First step and follow-ups

Flashcards · 6 cards

Recall it, then check

Say the answer to yourself before you look: recalling it is what makes it stick.

  1. What sets a 'design a product' question apart from improving or critiquing one?

    Nothing exists yet. The prompt names a group of people and a situation, so the user and the problem you choose carry the whole answer.

  2. What makes the solutions in a design answer distinct?

    They differ in approach, not in features. A directory, a managed service and a neighbours' board are three approaches; search, filters and reviews are three features of one directory.

  3. Which criteria should you name before choosing between design solutions?

    The effect on the chosen problem, the effort, the risk and the fit with the goal, said aloud before the choice, so the interviewer can follow why one approach beat the other two.

  4. What is a minimum viable product in a design answer?

    The smallest version real users can try that shows whether the riskiest assumption holds. For a managed home-repair service that assumption is whether new tenants will let a vetted worker in at a fixed price, so version one offers three jobs in two neighbourhoods and leaves the rest out.

  5. Why is 'version one has every feature, with fewer screens' a weak first version?

    A smaller copy of everything tests no assumption in particular and takes nearly as long to build. Name the one assumption the first version tests, and say what it leaves out and why.

  6. How do the metrics of a design answer fit together?

    One primary metric tied to the goal, here first customers booking a second job within 60 days; supporting metrics that explain why it moves; and a guardrail that must not rise, such as damage complaints per 100 jobs. Give the primary metric a number to beat.

Key takeaways

  • A design question starts from people and a need, so the user and the problem you choose carry the whole answer.
  • Generate three approaches rather than three features, and choose with the criteria said first.
  • The minimum viable product is the smallest version that tests the riskiest assumption; say what it leaves out.
  • Tie one primary metric to the goal, explain it with supporting metrics and protect it with a guardrail.

Terms in this lesson

minimum viable product
The smallest version of a product that real users can try, built to test whether the solution's riskiest assumption holds. It leaves out everything that the test does not need.

References

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