Questions › Guesstimate

Guesstimate interview questions for product managers

Practice 350 guesstimate product manager interview questions. Each one lists difficulty, a realistic timebox, and the competencies interviewers score.

300 questions

• Estimate the annual market size for Premiere Pro among enterprise teamsAdobe · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for Frame.ioAdobe · Guesstimate · Easy · 10 min
• Estimate daily active usage of Photoshop in a priority marketAdobe · Guesstimate · Easy · 10 min
• Estimate how many creators could adopt Firefly in one yearAdobe · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Adobe improves conversion in Experience CloudAdobe · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Adobe improves conversion in Experience Cloud at global scaleAdobe · Guesstimate · Hard · 15 min
• Estimate the annual market size for Creative Cloud among enterprise teams at global scaleAdobe · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Express at global scaleAdobe · Guesstimate · Hard · 15 min
• Estimate daily active usage of Lightroom in a priority market at global scaleAdobe · Guesstimate · Hard · 15 min
• Estimate how many creators could adopt Stock in one year at global scaleAdobe · Guesstimate · Hard · 15 min
• Estimate daily active usage of Lightroom in a priority marketAdobe · Guesstimate · Medium · 10 min
• Estimate how many creators could adopt Stock in one yearAdobe · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Adobe improves conversion in AcrobatAdobe · Guesstimate · Medium · 10 min
• Estimate the annual market size for Premiere Pro among enterprise teamsAdobe · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for Frame.ioAdobe · Guesstimate · Medium · 10 min
• Estimate the annual market size for AirCover among group travelersAirbnb · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for GroupsAirbnb · Guesstimate · Easy · 10 min
• Estimate daily active usage of Experiences in a priority marketAirbnb · Guesstimate · Easy · 10 min
• Estimate how many superhosts could adopt Wishlists in one yearAirbnb · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Airbnb improves conversion in Pricing ToolsAirbnb · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Airbnb improves conversion in Pricing Tools at global scaleAirbnb · Guesstimate · Hard · 15 min
• Estimate the annual market size for Stays among group travelers at global scaleAirbnb · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Guest App at global scaleAirbnb · Guesstimate · Hard · 15 min
• Estimate daily active usage of Search in a priority market at global scaleAirbnb · Guesstimate · Hard · 15 min
• Estimate how many superhosts could adopt Business Travel in one year at global scaleAirbnb · Guesstimate · Hard · 15 min
• Estimate daily active usage of Search in a priority marketAirbnb · Guesstimate · Medium · 10 min
• Estimate how many superhosts could adopt Business Travel in one yearAirbnb · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Airbnb improves conversion in Host ToolsAirbnb · Guesstimate · Medium · 10 min
• Estimate the annual market size for AirCover among group travelersAirbnb · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for GroupsAirbnb · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Alexa among enterprise cloud buyersAmazon · Guesstimate · Easy · 10 min
• Estimate the infrastructure or operational load needed to support a major Prime Video launchAmazon · Guesstimate · Easy · 10 min
• Estimate how many deal seekers could use Logistics weekly in one major marketAmazon · Guesstimate · Easy · 10 min
• Estimate the number of daily transactions or interactions generated by MarketplaceAmazon · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Amazon improves AWS adoption by 10%Amazon · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Amazon improves AWS adoption by 10%Amazon · Guesstimate · Hard · 15 min
• Estimate the annual addressable market for Advertising among enterprise cloud buyersAmazon · Guesstimate · Hard · 15 min
• Estimate the infrastructure or operational load needed to support a major Prime launchAmazon · Guesstimate · Hard · 15 min
• Estimate how many deal seekers could use Kindle weekly in one major marketAmazon · Guesstimate · Hard · 15 min
• Estimate the number of daily transactions or interactions generated by FreshAmazon · Guesstimate · Hard · 15 min
• Estimate how many deal seekers could use Kindle weekly in one major marketAmazon · Guesstimate · Medium · 10 min
• Estimate the number of daily transactions or interactions generated by FreshAmazon · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Amazon improves Amazon Shopping adoption by 10%Amazon · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Alexa among enterprise cloud buyersAmazon · Guesstimate · Medium · 10 min
• Estimate the infrastructure or operational load needed to support a major Prime Video launchAmazon · Guesstimate · Medium · 10 min
• Estimate the annual market size for Apple Watch among studentsApple · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for MapsApple · Guesstimate · Easy · 10 min
• Estimate daily active usage of App Store in a priority marketApple · Guesstimate · Easy · 10 min
• Estimate how many fitness enthusiasts could adopt iCloud in one yearApple · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Apple improves conversion in Apple TV+Apple · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Apple improves conversion in Apple TV+ at global scaleApple · Guesstimate · Hard · 15 min
• Estimate the annual market size for iPhone among students at global scaleApple · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Apple Music at global scaleApple · Guesstimate · Hard · 15 min
• Estimate daily active usage of Vision Pro in a priority market at global scaleApple · Guesstimate · Hard · 15 min
• Estimate how many fitness enthusiasts could adopt Siri in one year at global scaleApple · Guesstimate · Hard · 15 min
• Estimate daily active usage of Vision Pro in a priority marketApple · Guesstimate · Medium · 10 min
• Estimate how many fitness enthusiasts could adopt Siri in one yearApple · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Apple improves conversion in Apple PayApple · Guesstimate · Medium · 10 min
• Estimate the annual market size for Apple Watch among studentsApple · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for MapsApple · Guesstimate · Medium · 10 min
• Estimate the annual market size for Drive among familiesDoorDash · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for Logistics PlatformDoorDash · Guesstimate · Easy · 10 min
• Estimate daily active usage of Dasher App in a priority marketDoorDash · Guesstimate · Easy · 10 min
• Estimate how many grocery shoppers could adopt Grocery in one yearDoorDash · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if DoorDash improves conversion in PickupDoorDash · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if DoorDash improves conversion in Pickup at global scaleDoorDash · Guesstimate · Hard · 15 min
• Estimate the annual market size for Marketplace among families at global scaleDoorDash · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for DashPass at global scaleDoorDash · Guesstimate · Hard · 15 min
• Estimate daily active usage of Ads in a priority market at global scaleDoorDash · Guesstimate · Hard · 15 min
• Estimate how many grocery shoppers could adopt Support in one year at global scaleDoorDash · Guesstimate · Hard · 15 min
• Estimate daily active usage of Ads in a priority marketDoorDash · Guesstimate · Medium · 10 min
• Estimate how many grocery shoppers could adopt Support in one yearDoorDash · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if DoorDash improves conversion in Merchant PortalDoorDash · Guesstimate · Medium · 10 min
• Estimate the annual market size for Drive among familiesDoorDash · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for Logistics PlatformDoorDash · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Gmail among small businessesGoogle · Guesstimate · Easy · 10 min
• Estimate the infrastructure or operational load needed to support a major Google Pay launchGoogle · Guesstimate · Easy · 10 min
• Estimate how many students could use Gemini weekly in one major marketGoogle · Guesstimate · Easy · 10 min
• Estimate the number of daily transactions or interactions generated by MapsGoogle · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Google improves Android adoption by 10%Google · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Google improves Android adoption by 10%Google · Guesstimate · Hard · 15 min
• Estimate the annual addressable market for Photos among small businessesGoogle · Guesstimate · Hard · 15 min
• Estimate the infrastructure or operational load needed to support a major YouTube launchGoogle · Guesstimate · Hard · 15 min
• Estimate how many students could use Workspace weekly in one major marketGoogle · Guesstimate · Hard · 15 min
• Estimate the number of daily transactions or interactions generated by Google CloudGoogle · Guesstimate · Hard · 15 min
• Estimate how many students could use Workspace weekly in one major marketGoogle · Guesstimate · Medium · 10 min
• Estimate the number of daily transactions or interactions generated by Google CloudGoogle · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Google improves Search adoption by 10%Google · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Gmail among small businessesGoogle · Guesstimate · Medium · 10 min
• Estimate the infrastructure or operational load needed to support a major Google Pay launchGoogle · Guesstimate · Medium · 10 min
• Estimate the annual market size for Messaging among hiring managersLinkedIn · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for Company PagesLinkedIn · Guesstimate · Easy · 10 min
• Estimate daily active usage of Jobs in a priority marketLinkedIn · Guesstimate · Easy · 10 min
• Estimate how many creators could adopt Sales Navigator in one yearLinkedIn · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if LinkedIn improves conversion in Creator ModeLinkedIn · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if LinkedIn improves conversion in Creator Mode at global scaleLinkedIn · Guesstimate · Hard · 15 min
• Estimate the annual market size for Feed among hiring managers at global scaleLinkedIn · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Learning at global scaleLinkedIn · Guesstimate · Hard · 15 min
• Estimate daily active usage of Profile in a priority market at global scaleLinkedIn · Guesstimate · Hard · 15 min
• Estimate how many creators could adopt Premium in one year at global scaleLinkedIn · Guesstimate · Hard · 15 min
• Estimate daily active usage of Profile in a priority marketLinkedIn · Guesstimate · Medium · 10 min
• Estimate how many creators could adopt Premium in one yearLinkedIn · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if LinkedIn improves conversion in RecruiterLinkedIn · Guesstimate · Medium · 10 min
• Estimate the annual market size for Messaging among hiring managersLinkedIn · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for Company PagesLinkedIn · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for WhatsApp among community adminsMeta · Guesstimate · Easy · 10 min
• Estimate the infrastructure or operational load needed to support a major Meta Quest launchMeta · Guesstimate · Easy · 10 min
• Estimate how many emerging-market users could use Creator Studio weekly in one major marketMeta · Guesstimate · Easy · 10 min
• Estimate the number of daily transactions or interactions generated by Facebook GroupsMeta · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Meta improves Marketplace adoption by 10%Meta · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Meta improves Marketplace adoption by 10%Meta · Guesstimate · Hard · 15 min
• Estimate the annual addressable market for Ads Manager among community adminsMeta · Guesstimate · Hard · 15 min
• Estimate the infrastructure or operational load needed to support a major Reels launchMeta · Guesstimate · Hard · 15 min
• Estimate how many emerging-market users could use Messenger weekly in one major marketMeta · Guesstimate · Hard · 15 min
• Estimate the number of daily transactions or interactions generated by ThreadsMeta · Guesstimate · Hard · 15 min
• Estimate how many emerging-market users could use Messenger weekly in one major marketMeta · Guesstimate · Medium · 10 min
• Estimate the number of daily transactions or interactions generated by ThreadsMeta · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Meta improves Instagram adoption by 10%Meta · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for WhatsApp among community adminsMeta · Guesstimate · Medium · 10 min
• Estimate the infrastructure or operational load needed to support a major Meta Quest launchMeta · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Azure among sales teamsMicrosoft · Guesstimate · Easy · 10 min
• Estimate the infrastructure or operational load needed to support a major Windows launchMicrosoft · Guesstimate · Easy · 10 min
• Estimate how many students could use Power Platform weekly in one major marketMicrosoft · Guesstimate · Easy · 10 min
• Estimate the number of daily transactions or interactions generated by CopilotMicrosoft · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Microsoft improves LinkedIn adoption by 10%Microsoft · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Microsoft improves LinkedIn adoption by 10%Microsoft · Guesstimate · Hard · 15 min
• Estimate the annual addressable market for Dynamics among sales teamsMicrosoft · Guesstimate · Hard · 15 min
• Estimate the infrastructure or operational load needed to support a major Office 365 launchMicrosoft · Guesstimate · Hard · 15 min
• Estimate how many students could use GitHub weekly in one major marketMicrosoft · Guesstimate · Hard · 15 min
• Estimate the number of daily transactions or interactions generated by Xbox Game PassMicrosoft · Guesstimate · Hard · 15 min
• Estimate how many students could use GitHub weekly in one major marketMicrosoft · Guesstimate · Medium · 10 min
• Estimate the number of daily transactions or interactions generated by Xbox Game PassMicrosoft · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Microsoft improves Teams adoption by 10%Microsoft · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Azure among sales teamsMicrosoft · Guesstimate · Medium · 10 min
• Estimate the infrastructure or operational load needed to support a major Windows launchMicrosoft · Guesstimate · Medium · 10 min
• Estimate the annual market size for Live Events among kids and parentsNetflix · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for Creator ToolsNetflix · Guesstimate · Easy · 10 min
• Estimate daily active usage of Ad-supported Plan in a priority marketNetflix · Guesstimate · Easy · 10 min
• Estimate how many international subscribers could adopt Kids Profiles in one yearNetflix · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Netflix improves conversion in ProfilesNetflix · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Netflix improves conversion in Profiles at global scaleNetflix · Guesstimate · Hard · 15 min
• Estimate the annual market size for Netflix among kids and parents at global scaleNetflix · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Recommendations at global scaleNetflix · Guesstimate · Hard · 15 min
• Estimate daily active usage of Mobile Downloads in a priority market at global scaleNetflix · Guesstimate · Hard · 15 min
• Estimate how many international subscribers could adopt Top 10 in one year at global scaleNetflix · Guesstimate · Hard · 15 min
• Estimate daily active usage of Mobile Downloads in a priority marketNetflix · Guesstimate · Medium · 10 min
• Estimate how many international subscribers could adopt Top 10 in one yearNetflix · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Netflix improves conversion in GamesNetflix · Guesstimate · Medium · 10 min
• Estimate the annual market size for Live Events among kids and parentsNetflix · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for Creator ToolsNetflix · Guesstimate · Medium · 10 min
• Estimate the annual market size for Einstein among developersSalesforce · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for MuleSoftSalesforce · Guesstimate · Easy · 10 min
• Estimate daily active usage of Service Cloud in a priority marketSalesforce · Guesstimate · Easy · 10 min
• Estimate how many marketers could adopt Data Cloud in one yearSalesforce · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Salesforce improves conversion in TableauSalesforce · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Salesforce improves conversion in Tableau at global scaleSalesforce · Guesstimate · Hard · 15 min
• Estimate the annual market size for Sales Cloud among developers at global scaleSalesforce · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Slack at global scaleSalesforce · Guesstimate · Hard · 15 min
• Estimate daily active usage of AppExchange in a priority market at global scaleSalesforce · Guesstimate · Hard · 15 min
• Estimate how many marketers could adopt Trailhead in one year at global scaleSalesforce · Guesstimate · Hard · 15 min
• Estimate daily active usage of AppExchange in a priority marketSalesforce · Guesstimate · Medium · 10 min
• Estimate how many marketers could adopt Trailhead in one yearSalesforce · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Salesforce improves conversion in Marketing CloudSalesforce · Guesstimate · Medium · 10 min
• Estimate the annual market size for Einstein among developersSalesforce · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for MuleSoftSalesforce · Guesstimate · Medium · 10 min
• Estimate the annual market size for Creator Tools among commutersSpotify · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for PlaylistsSpotify · Guesstimate · Easy · 10 min
• Estimate daily active usage of Podcasts in a priority marketSpotify · Guesstimate · Easy · 10 min
• Estimate how many artists could adopt Wrapped in one yearSpotify · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Spotify improves conversion in PremiumSpotify · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Spotify improves conversion in Premium at global scaleSpotify · Guesstimate · Hard · 15 min
• Estimate the annual market size for Music among commuters at global scaleSpotify · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Discover Weekly at global scaleSpotify · Guesstimate · Hard · 15 min
• Estimate daily active usage of Ads in a priority market at global scaleSpotify · Guesstimate · Hard · 15 min
• Estimate how many artists could adopt Social Listening in one year at global scaleSpotify · Guesstimate · Hard · 15 min
• Estimate daily active usage of Ads in a priority marketSpotify · Guesstimate · Medium · 10 min
• Estimate how many artists could adopt Social Listening in one yearSpotify · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Spotify improves conversion in AudiobooksSpotify · Guesstimate · Medium · 10 min
• Estimate the annual market size for Creator Tools among commutersSpotify · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for PlaylistsSpotify · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Radar among platform businessesStripe · Guesstimate · Easy · 10 min
• Estimate the infrastructure or operational load needed to support a major Treasury launchStripe · Guesstimate · Easy · 10 min
• Estimate how many finance teams could use Tax weekly in one major marketStripe · Guesstimate · Easy · 10 min
• Estimate the number of daily transactions or interactions generated by ConnectStripe · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Stripe improves Issuing adoption by 10%Stripe · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Stripe improves Issuing adoption by 10%Stripe · Guesstimate · Hard · 15 min
• Estimate the annual addressable market for Checkout among platform businessesStripe · Guesstimate · Hard · 15 min
• Estimate the infrastructure or operational load needed to support a major Billing launchStripe · Guesstimate · Hard · 15 min
• Estimate how many finance teams could use Terminal weekly in one major marketStripe · Guesstimate · Hard · 15 min
• Estimate the number of daily transactions or interactions generated by AtlasStripe · Guesstimate · Hard · 15 min
• Estimate how many finance teams could use Terminal weekly in one major marketStripe · Guesstimate · Medium · 10 min
• Estimate the number of daily transactions or interactions generated by AtlasStripe · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Stripe improves Payments adoption by 10%Stripe · Guesstimate · Medium · 10 min
• Estimate the annual addressable market for Radar among platform businessesStripe · Guesstimate · Medium · 10 min
• Estimate the infrastructure or operational load needed to support a major Treasury launchStripe · Guesstimate · Medium · 10 min
• Estimate the annual market size for Energy among performance enthusiastsTesla · Guesstimate · Easy · 10 min
• Estimate infrastructure or operational capacity needed for ServiceTesla · Guesstimate · Easy · 10 min
• Estimate daily active usage of Model Y in a priority marketTesla · Guesstimate · Easy · 10 min
• Estimate how many road trippers could adopt Autopilot in one yearTesla · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Tesla improves conversion in InsuranceTesla · Guesstimate · Easy · 10 min
• Estimate the revenue opportunity if Tesla improves conversion in Insurance at global scaleTesla · Guesstimate · Hard · 15 min
• Estimate the annual market size for Model 3 among performance enthusiasts at global scaleTesla · Guesstimate · Hard · 15 min
• Estimate infrastructure or operational capacity needed for Tesla App at global scaleTesla · Guesstimate · Hard · 15 min
• Estimate daily active usage of Supercharger in a priority market at global scaleTesla · Guesstimate · Hard · 15 min
• Estimate how many road trippers could adopt Robotaxi in one year at global scaleTesla · Guesstimate · Hard · 15 min
• Estimate daily active usage of Supercharger in a priority marketTesla · Guesstimate · Medium · 10 min
• Estimate how many road trippers could adopt Robotaxi in one yearTesla · Guesstimate · Medium · 10 min
• Estimate the revenue opportunity if Tesla improves conversion in Charging NetworkTesla · Guesstimate · Medium · 10 min
• Estimate the annual market size for Energy among performance enthusiastsTesla · Guesstimate · Medium · 10 min
• Estimate infrastructure or operational capacity needed for ServiceTesla · Guesstimate · Medium · 10 min
• Estimate daily token volume for an AI support chatbot in a ride-hailing appTop-AI-Interview · Guesstimate · Easy · 10 min
• Estimate how much labeled data is needed for a food-delivery menu classification modelTop-AI-Interview · Guesstimate · Easy · 10 min
• Estimate GPU capacity needed for an image generation feature with 1 million MAUTop-AI-Interview · Guesstimate · Easy · 10 min
• Estimate ROI for deploying an AI IT support agent at a 20,000-employee companyTop-AI-Interview · Guesstimate · Easy · 10 min
• Estimate the market size for AI note-taking tools for college students in IndiaTop-AI-Interview · Guesstimate · Hard · 10 min
• Estimate incremental revenue from an AI shopping assistant during a holiday saleTop-AI-Interview · Guesstimate · Hard · 10 min
• Estimate monthly hallucination incidents for a consumer travel AI assistantTop-AI-Interview · Guesstimate · Hard · 10 min
• Estimate monthly inference cost for summarizing meetings for 10 million active usersTop-AI-Interview · Guesstimate · Medium · 10 min
• Estimate human review staffing for launching AI content moderation in a social appTop-AI-Interview · Guesstimate · Medium · 10 min
• Estimate the B2B market for an AI sales email copilotTop-AI-Interview · Guesstimate · Medium · 10 min
• How many quarters are needed to reach the height of the Empire State Building?Top-Interview · Guesstimate · Easy · 10 min
• Estimate the total internet bandwidth required for a campus of 1000 graduate students.Top-Interview · Guesstimate · Easy · 10 min
• How much money does the Play Store make in a year?Top-Interview · Guesstimate · Easy · 10 min
• Estimate the number of trees in the city of Delhi.Top-Interview · Guesstimate · Easy · 10 min
• You're a PM for Gmail. Your team won a communications contract with a 10,000-person colony on Mars. Estimate the necessary network bandwidth.Top-Interview · Guesstimate · Easy · 20 min
• Estimate the annual cost of managing Google Photos. What factors would you consider in your calculation?Top-Interview · Guesstimate · Easy · 10 min
• How many parking spots are there in San Francisco?Top-Interview · Guesstimate · Easy · 10 min
• Estimate Airbnb's RevenueTop-Interview · Guesstimate · Easy · 10 min
• Estimate how much it costs to run Youtube for a dayTop-Interview · Guesstimate · Easy · 10 min
• How many grocery stores are required in a metropolitan city?Top-Interview · Guesstimate · Hard · 15 min
• Estimate the number of Zomato food delivery drivers in Bangalore, India.Top-Interview · Guesstimate · Hard · 15 min
• Estimate the number of people who use Google Search to find a new job.Top-Interview · Guesstimate · Hard · 15 min
• A leading Canadian grocery chain is considering opening its first store in Montreal. Should they? If yes, what should be the ratio of self-checkout kiosks to cashier counters?Top-Interview · Guesstimate · Hard · 20 min
• Estimate the number of apps available in the Play Store.Top-Interview · Guesstimate · Medium · 20 min
• Estimate the number of credit card users in India.Top-Interview · Guesstimate · Medium · 20 min
• Estimate the number of videos watched on YouTube per day.Top-Interview · Guesstimate · Medium · 10 min
• Estimate the number of restaurants in Bengaluru, India.Top-Interview · Guesstimate · Medium · 20 min
• Estimate the number of tires purchased annually by a large car dealership in San Jose, California.Top-Interview · Guesstimate · Medium · 20 min
• Estimate the number of restaurants in San Francisco.Top-Interview · Guesstimate · Medium · 10 min
• Estimate the annual market size for mobile onboarding among new usersTop-MNC · Guesstimate · Easy · 10 min
• Estimate revenue potential for marketplace trust if adoption improves conversionTop-MNC · Guesstimate · Easy · 10 min
• Estimate daily usage volume for enterprise admin console in a large digital productTop-MNC · Guesstimate · Easy · 10 min
• Estimate the operational cost of scaling learning platform to multiple regionsTop-MNC · Guesstimate · Easy · 10 min
• Estimate infrastructure or support load created by privacy controlsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual market size for notification system among developersTop-MNC · Guesstimate · Easy · 10 min
• Estimate revenue potential for payments checkout if adoption improves checkout successTop-MNC · Guesstimate · Easy · 10 min
• Estimate daily usage volume for AI writing assistant in a large digital productTop-MNC · Guesstimate · Easy · 10 min
• Estimate the operational cost of scaling profile and identity flow to multiple regionsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for health appointment reminder among procurement teamsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for remote training platform among growth marketersTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for identity verification flow among clinic administratorsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for data export workflow among billing adminsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for pricing experimentation console among account managersTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for field service routing among review operations teamsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for family account controls among power usersTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for content recommendation feed among studentsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for payments dispute center among support agentsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for enterprise analytics workspace among mobile-first usersTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for student learning streaks among analystsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for live event discovery among finance teamsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for driver earnings dashboard among remote teamsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for small business CRM among content moderatorsTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for AI writing review among agency ownersTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual opportunity for marketplace quality score among delivery partnersTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual digital certificate applications in a large Indian stateTop-MNC · Guesstimate · Easy · 10 min
• Estimate the annual market size for food delivery group ordering among office lunch coordinatorsTop-MNC · Guesstimate · Easy · 10 min
• Estimate daily active demand for a Zomato-style restaurant-discovery product in one major Indian cityTop-MNC · Guesstimate · Easy · 10 min
• Estimate the operational capacity needed to support basket completion for quick commerce replenishmentTop-MNC · Guesstimate · Easy · 10 min
• Estimate revenue upside if perfect order rate improves by 10% for premium quick-commerce usersTop-MNC · Guesstimate · Easy · 10 min
• Estimate infrastructure or support load created by creator analyticsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual market size for support automation among creatorsTop-MNC · Guesstimate · Hard · 15 min
• Estimate revenue potential for local delivery experience if adoption improves reliabilityTop-MNC · Guesstimate · Hard · 15 min
• Estimate daily usage volume for content discovery feed in a large digital productTop-MNC · Guesstimate · Hard · 15 min
• Estimate the operational cost of scaling fraud detection workflow to multiple regionsTop-MNC · Guesstimate · Hard · 15 min
• Estimate infrastructure or support load created by voice assistant flowTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual market size for inventory management among premium subscribersTop-MNC · Guesstimate · Hard · 15 min
• Estimate revenue potential for community moderation if adoption improves safetyTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for customer feedback hub among security teamsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for offline order capture among freelancersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for compliance review queue among retail staffTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for multi-device handoff flow among cross-functional squadsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for personalized pricing guardrail among on-call engineersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for usage-based billing console among training managersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for AI meeting assistant among new usersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for inbox triage workflow among enterprise adminsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for creator monetization dashboard among field operatorsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for B2B onboarding console among privacy-conscious usersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for mobile checkout recovery among operations managersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for trust and safety queue among developersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for subscription renewal journey among local merchantsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for team permissions center among first-time buyersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for developer API portal among team leadsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for privacy consent manager among sales managersTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual opportunity for local services marketplace among educatorsTop-MNC · Guesstimate · Hard · 15 min
• Estimate the annual digital certificate applications in a large Indian state under scale, incentive, and regulatory constraintsTop-MNC · Guesstimate · Hard · 10 min
• Estimate the annual market size for food delivery group ordering among office lunch coordinators under scale, incentive, and regulatory constraintsTop-MNC · Guesstimate · Hard · 10 min
• Estimate daily active demand for a Zomato-style restaurant-discovery product in one major Indian city under scale, incentive, and regulatory constraintsTop-MNC · Guesstimate · Hard · 10 min
• Estimate the operational capacity needed to support basket completion for quick commerce replenishment under scale, incentive, and regulatory constraintsTop-MNC · Guesstimate · Hard · 10 min
• Estimate revenue upside if perfect order rate improves by 10% for premium quick-commerce users under scale, incentive, and regulatory constraintsTop-MNC · Guesstimate · Hard · 10 min
• Estimate daily usage volume for team collaboration in a large digital productTop-MNC · Guesstimate · Medium · 10 min