PMInterviewLab

All Product Design Metrics Strategy Estimation Pricing Behavioral

All levels APM PM Senior PM Staff PM Director VP CPO

Estimate the ad revenue Shopify could generate by adding ads to Shopify Payments.

shopifyEstimation

Estimate Starbucks' annual revenue in the US

Estimate the number of Uber rides taken in NYC per day

How would you estimate the cost to serve one free tier users on Amazon's Amazon Music?

Mykola Tkachenko

amazonEstimation

How many GitHub commits happen per day in the US?

tiktokEstimation

Estimate how long it would take LinkedIn to reach 100M users for a new LinkedIn Events.

linkedinEstimation

Estimate the infrastructure cost to add real-time collaboration to Salesforce's Einstein AI.

salesforceEstimation

How would you estimate the annual value of international users to Spotify's Spotify DJ?

spotifyEstimation

How many Google searches does Airbnb's co-hosting program handle on Black Friday?

airbnbEstimation

How much does it cost Dropbox to acquire one new small business owners for Dropbox Replay?

dropboxEstimation

How much storage does Slack need to power workflow builder?

slackEstimation

Estimate the number of photos uploaded to Meta's Messenger per day.

Kayla Hernandez

How many new users does Slack lose each year due to a poor workflow builder experience?

slackEstimation

How many enterprise customers does Spotify lose each year due to a poor Discover Weekly experience?

Natasha Ivanova

spotifyEstimation

Estimate the number of small business owners who abandon Figma's Figma AI checkout flow.

figmaEstimation

Estimate how many power users Google would need to hit $1B ARR within 2 years.

googleEstimation

How many Figma files created does Slack need to launch workflow builder in a new country?

slackEstimation

Estimate Salesforce's Einstein AI market size in Europe.

salesforceEstimation

How many Figma files created are there in San Francisco?

Vitaliy Marchenko

slackEstimation

How many creators use Apple's Siri on a daily basis?

Matthew Anderson

appleEstimation

How would you estimate the revenue uplift from a 10% improvement in Snap's customer acquisition cost?

Estimate how many Gen Z users Snap could convert with a 30-day free trial for Snap Ads.

Salome Khachidze

Estimate the number of Amazon packages created on Figma's Figma Dev Mode in Q4.

figmaEstimation

Estimate the revenue opportunity for Airbnb if it expanded long-term stays to Canada.

Oleksandr Kovalenko

airbnbEstimation

Estimate the bandwidth required for TikTok's TikTok Shop during peak hours.

Taras Kravchenko

tiktokEstimation

How much does it cost Notion to acquire one new new users for Notion Calendar?

notionEstimation

How would you estimate the NPS of Notion's Notion AI before conducting any surveys?

notionEstimation

How would you estimate TikTok's Duet feature user count if they had to rebuild from scratch?

tiktokEstimation

Estimate the total revenue Uber generates from Uber Reserve annually.

Estimate the number of Uber rides globally.

Bohdan Petrenko

shopifyEstimation

How many Uber rides would Google generate if it launched Google Meet tomorrow?

Irakli Mchedlishvili

googleEstimation

How would you estimate the latency impact of adding recommendation algorithm to Meta's Facebook Marketplace?

Vitaliy Marchenko

How many free tier users would switch to a competitor if Airbnb raised co-hosting program prices by 20%?

airbnbEstimation

Estimate the number of Slack messages globally.

Estimate the ad revenue Dropbox could generate by adding ads to team folders.

dropboxEstimation

How would you estimate the annual value of enterprise customers to Dropbox's Dropbox Dash?

dropboxEstimation

Estimate the number of customer support tickets Meta receives for Meta Quest per month.

Mykola Tkachenko

Estimate the ad revenue Netflix could generate by adding ads to Netflix Games.

Nataliya Savchenko

netflixEstimation

Estimate the number of customer support tickets Airbnb receives for Airbnb for Work per month.

airbnbEstimation

How would you estimate the NPS of Uber's Uber Reserve before conducting any surveys?

Estimate how many creators Microsoft could convert with a 30-day free trial for LinkedIn.

Mykola Tkachenko

microsoftEstimation

How much does it cost Stripe to acquire one new enterprise customers for Stripe Billing?

Elena Kuznetsova

stripeEstimation

How would you estimate the revenue uplift from a 10% improvement in Salesforce's churn rate?

salesforceEstimation

Estimate how many Stripe transactions are active on a Sunday morning.

stripeEstimation

How would you size the market for a brand new Einstein AI-type feature at Salesforce?

salesforceEstimation

How would you estimate the latency impact of adding API platform to Google's Search?

googleEstimation

How many Notion pages created happen per day in the US?

amazonEstimation

Estimate the number of churned users who would pay for LinkedIn's premium tier.

linkedinEstimation

Estimate the cost of a 1-hour outage for Slack's Slack Connect.

Bohdan Petrenko

slackEstimation

How many GitHub commits would be needed to staff Spotify's podcast platform support team?

spotifyEstimation

How many Uber rides happen per day in the US?

shopifyEstimation

How would you estimate the viral coefficient of Spotify's audiobooks?

spotifyEstimation

How many free tier users does Shopify lose each year due to a poor Shopify Audiences experience?

shopifyEstimation

How many creators would switch to a competitor if Microsoft raised Surface prices by 20%?

microsoftEstimation

How many Figma files created does Spotify need to launch podcast platform in a new country?

Levan Gogichaishvili

spotifyEstimation

How would you estimate the annual value of free tier users to Twitter's tweet scheduling?

Irakli Mchedlishvili

twitterEstimation

How would you size the market for a brand new tweet scheduling-type feature at Twitter?

Vitaliy Marchenko

twitterEstimation

Estimate how many Netflix hours streamed are active on a Sunday morning.

tiktokEstimation

How would you estimate the latency impact of adding recommendation algorithm to Shopify's Shopify Markets?

shopifyEstimation

How many enterprise customers would switch to a competitor if Dropbox raised Dropbox Sign prices by 20%?

dropboxEstimation

Estimate the number of customer support tickets Google receives for Google Pay per month.

googleEstimation

Estimate the revenue opportunity for Uber if it expanded Uber Reserve to Japan.

Estimate the carbon footprint of Snap's AR lenses infrastructure.

Estimate the ad revenue Snap could generate by adding ads to Spotlight.

Estimate the number of photos uploaded to Salesforce's Marketing Cloud per day.

salesforceEstimation

How many mobile users use Shopify's Shopify Audiences on a daily basis?

shopifyEstimation

How would you estimate Stripe's Stripe Radar user count if they had to rebuild from scratch?

stripeEstimation

Estimate the number of Figma files created created on Netflix's Netflix Ads tier in Q4.

Natasha Ivanova

netflixEstimation

How would you size the market for a brand new Stripe Radar-type feature at Stripe?

stripeEstimation

How would you estimate the revenue uplift from a 10% improvement in Notion's NPS score?

notionEstimation

How would you size the market for a brand new TikTok Shop-type feature at TikTok?

tiktokEstimation

How many creators would switch to a competitor if Salesforce raised Sales Cloud prices by 20%?

Nataliya Savchenko

salesforceEstimation

Estimate the amount of data TikTok collects from small business owners through TikTok LIVE per year.

tiktokEstimation

How would you estimate the revenue uplift from a 10% improvement in LinkedIn's churn rate?

linkedinEstimation