You are a PM at Netflix. Set up metrics for Netflix Podcasts.
Question
You are a PM at Netflix. Set up metrics for Netflix Podcasts.
Walk through your framework: start by clarifying assumptions, set the product lifecycle stage and goals, map the ecosystem, define the user journey with a metrics funnel, propose a North Star Metric, and finish with counter metrics and trade-offs.
Answer
AnalyticsClarifying Assumptions
I assume Netflix Podcasts is an audio listening feature fully inside the Netflix app.
I assume podcast episodes are mostly tied to Netflix shows or movies, like cast interviews or episode discussions.
I assume podcasts are included in the Netflix subscription and will be free for all members.
I assume the main goal of podcasts is to increase engagement with Netflix content, not direct revenue.
Framework Structure
Just to tell you my structure on how I will proceed. I will start with the Product Rationale explaining what is the product and why it matters. Then I will set some goals around the current lifecycle of the product. Then I will identify the ecosystem players, who the primary user is and their user journey and map my metrics to the user journey possibly as a funnel to measure success. And then I would like to come up with my North star metric for the product and soome counter metrics too.
Product Context
What is the product
Netflix Podcasts is an in app audio experience where users can listen to podcast episodes related to Netflix shows and movies. It lets users stay connected to stories and characters even when they are not watching video.
Why do people care
Gen Z and millennials spend a lot of time on audio during short daily moments like commuting, walking, or doing chores. They prefer casual, behind the scenes content that feels personal. Podcasts let users stay connected to a show without needing full attention or a screen.
Why should the company care
Netflix’s mission is to entertain the world. Podcasts extend entertainment beyond the screen and keep Netflix top of mind between viewing sessions. Strong engagement with Netflix IP increases the chance users return to watch more and reduces the likelihood of canceling.
How does it tie to Netflix’s expertise
Netflix is strong at creating hit stories and building global fan communities. Podcasts reuse existing IP, talent, and production workflows in a lower cost format to deepen emotional connection.
Competitive landscape
Spotify focuses on building daily audio habits across many topics. Apple Podcasts focuses on broad distribution and defaults. YouTube benefits from discovery through search and video podcast clips. HBO produces official companion podcasts for select shows.
Netflix’s advantage is owning the IP and directly connecting listening behavior to viewing inside one app.
Goals & Lifecycle Stage
Overall business objective of
Increase subscriber retention by deepening engagement with Netflix content.
Lifecycle stage and prioritized product goal
Netflix Podcasts is early stage because listening to podcasts inside Netflix is a new behavior. which we are launching The prioritized product goal is engagement. Engagement is prioritized because users must first try podcasts, enjoy them, and return before podcasts can meaningfully impact retention. Acquisition is not prioritized because podcasts do not drive signups. Retention is not prioritized yet because listening habits must form first. Monetization is not prioritized because podcasts are included in the subscription.
Human language product goal
Help Netflix members listen to podcasts regularly and feel closer to their favorite shows.
Ecosystem Analysis
Demand side
Listeners: Netflix subscribers who listen to podcast episodes inside the app.
Supply side
Podcast production teams: teams that plan, record, and edit podcast episodes. Hosts and guests: actors, writers, directors, or moderators who appear in podcast episodes.
Other stakeholders
Netflix content team - the production house of the content
Netflix = Platform provider, including tech teams who enable the platform.
Primary ecosystem player and why
The primary ecosystem player is Netflix subscribers who are fans of specific shows. User value: podcasts give fans more access to stories and creators they already love, without needing extra time or effort.
Creators are important, but the product succeeds only if fans return to listen.
User Journey & Metrics Funnel
I have designed this journey so it funnels from discovery to habit formation.
Step 1 User discovers podcasts
User sees a Podcasts row on the home page or a Listen section on a show page.
Metric = Number of users who see a podcast entry point per day Shows how many members are exposed to podcasts.
Step 2 User opens a podcast page
User taps a podcast card and lands on the podcast show page.
Metric = % of exposed users who open a podcast page per day
Shows whether podcasts look interesting enough to explore.
Step 3 User starts listening
User presses play on a podcast episode.
Metric = Number of first time podcast listeners per day
Shows how many users actually try podcasts.
Step 4 User listens meaningfully
Meaningful listen is defined as listening at least 10 minutes or 50 percent of an episode.
Metric = % of episode starters who listen meaningfully per day Shows whether the content holds attention.
Step 5 User returns to listen again
User listens to another episode on a different day.
Metric = % of first time listeners who listen again within 7 days Shows whether podcasts are good enough to bring users back.
Step 6 User forms a listening habit
User listens on multiple days in a month.
Metric = % of listeners with 4 or more listening days in 30 days Shows whether podcast listening has become a habit.
North Star Metric
What I want in a North Star Metric
It should represent real user engagement. It should be controllable through product and content decisions. It should be easy to measure and scale without a hard ceiling.
Chosen North Star Metric
Number of weekly engaged podcast listeners
An engaged listener is defined as a user who listens at least 10 minutes in a week. This metric appears naturally in the user journey.
Alignment with lifecycle and goal
The product goal is engagement. This metric grows only when users return and listen meaningfully across the week. If episode starts grow but engaged listeners do not, podcasts are not delivering value. If engaged listeners grow, podcasts are strengthening the Netflix ecosystem.
Why this works
It captures repeat, meaningful listening at the user level.
Shortcoming
It does not capture how deep engagement is beyond the minimum threshold. A user who listens exactly 10 minutes and a user who listens for hours are treated the same, which can hide changes in content depth or quality.
Supporting metrics to bridge the gap
Average listening minutes per engaged listener per week
Captures depth beyond the minimum threshold.
% of engaged listeners who complete at least 80% of an episode per week Shows whether listeners stay through full episodes.
% of engaged listeners who return the following week Validates that engagement leads to sustained habit formation.
North Star Metric options
Option 1: Number of podcast episode starts per week
Shortcoming: This metric can be inflated by accidental taps or very short listens, so it overstates true user value and does not reflect real engagement.
Option 2: Total podcast listening minutes per week
Shortcoming: This metric can be driven by a small number of heavy listeners or background listening, which hides whether many users are actually engaged.
Counter Metrics
Product health
% of episode starts that drop within 1 minute per week.
Satisfaction
Average podcast rating out of 5 per month.
Safety and trust
Number of podcast episodes flagged for policy issues per month.
Ecosystem and cannibalization
% of podcast listeners whose Netflix video viewing hours drop by at least 20% month over month.
Follow-Up Questions
Trade-Off: You are weighing the option of focusing on a few high-quality companion podcasts for top shows (ex. Stranger Things, Love is Blind) verses producing a wide range of podcasts across many genres. Walk me through your decision making process.
Align with Interviewer on what the Tradeoff Is
The main choice is between making things very well (quality) and making many things (quantity). I recognize I have limited money and resources.
Option 1 (Depth): I will make a few high quality official podcasts for our biggest shows.
Option 2 (Breadth): I will make many low quality podcasts about many different things.
Context Set – Revisit Goal and North Star
Goal: My goal is to get users to listen to podcasts often.
North Star Metric (NS): My prioritized metric is the Number of users who listen every week (10 minutes or more per week).
Options 1 and 2
Option 1: I focus on fans who already love our best shows.
Option 2: I focus on getting many new people to try the feature.
Pros/Cons Evaluation
Impact on North Star Metric (NS)
Option 1 Pro: Fans are very likely to become Engaged Listeners and come back every week.
Option 1 Con: Growth is slow because it is limited only to fans of the big shows.
Option 2 Pro: Gets the most users to try listening for the first time by offering many choices.
Option 2 Con: Users are likely to listen once and quit if quality is low, which hurts the weekly listener number.
Strategic Alignment
Option 1 Pro: Good for Netflix. It uses our unique advantage: owning the big shows. Other apps cannot copy this content.
Option 1 Con: If a big show fails, the podcast budget is wasted.
Option 2 Pro: Less risk if one show fails, because success is spread across many topics.
Option 2 Con: Bad for Netflix. We spend money on topics where other companies (like Spotify) are already better.
Hypothesis and Verification (Containing Decision and Justification) I choose Option 1: Making a few high quality companion podcasts.
My Hypothesis and Justification:
I think the high-quality, companion strategy is best because it uses the fans' excitement for our big shows. This is the easiest way to grow the "Number of weekly engaged podcast listeners" by building trust and habit quickly. I believe making too many low-quality shows (Option 2) will just hurt the feature and confuse users.
What I would need to see to verify (Success Criteria):
Listener Conversion Rate: Weekly Engaged Listeners divided by Total Users Exposed to Content If Option 1 is better, I need to see that a much higher percentage of people who see the companion podcast actually listen for 10 minutes or more.
Average Listening Minutes per Engaged Listener per Week
If Option 1 is better, I expect people will listen longer to companion podcasts because the quality holds their attention.
Percentage of podcast listeners whose Netflix Video Viewing Hours drop by 20% month over month I would check this to confirm that podcasts are adding new engagement time and not just stealing time from watching video.