▸case-01 We are expanding our consumer fintech budgeting app to target young professionals with the objective of driving daily engagement. Here is our current list of 10 potential initiatives: recurring bill tracking, gamified savings goals, shared partner wallets, instant merchant cashback notifications, credit score monitoring, crypto portfolio tracking, custom category rules, receipt scanning, split-bill requests, and spending widgets. Could you analyze this set of ideas and identify the top 5 we should build first? Please present your response with 1-5 rankings, rationale for each selection, trade-offs considered, and a list of items left out along with the reasoning. | pass→fail | 17,716 | 17,531 | -1% | 1 | 1 | 0% | 3,127 | 3,785 | +21% | 0 | 0 | — |
▸case-02 Our B2B data analytics platform needs to improve quarterly user retention. The product team proposed seven updates: automated PDF report scheduling, natural language SQL query assistant, custom dashboard themes, real-time alert webhooks, CSV export speed optimization, role-based access control, and embedding widgets into Slack. Select the 5 highest priority updates to execute next. | fail→pass | 13,083 | 14,252 | +9% | 1 | 1 | 0% | 2,234 | 3,167 | +42% | 0 | 0 | — |
▸case-03 We want to boost checkout conversion rates on our online clothing store. We have eight proposals: guest checkout without registration, one-click Apple Pay integration, buy-now-pay-later financing, real-time address verification, live chat support widget, recommended accessories at cart, save-for-later wishlist, and gift wrapping options. Help us narrow these down to the top 5 investments. | fail→pass | 12,264 | 14,730 | +20% | 1 | 1 | 0% | 2,256 | 3,224 | +43% | 0 | 0 | — |
▸case-04 Our wellness tracking application has survey data showing high user importance for sleep quality tracking but low satisfaction with current manual logging. Users also requested calorie counting (high importance, high satisfaction) and social leaderboards (low importance, low satisfaction). Determine how we should evaluate these problem areas when picking our next sprint goals. | pass→pass | 13,994 | 15,913 | +14% | 1 | 1 | 0% | 2,014 | 2,533 | +26% | 0 | 0 | — |
▸case-05 An online learning portal targeting enterprise upskilling needs to prioritize five features out of eight submitted requests: offline video downloading, automated quiz generation, manager dashboard for team progress, certificates shareable on LinkedIn, dark mode UI, peer-to-peer discussion boards, interactive coding sandbox, and custom branding for corporate clients. Our primary metric is enterprise contract renewal rate. | pass→pass | 17,911 | 22,036 | +23% | 1 | 1 | 0% | 2,227 | 3,436 | +54% | 0 | 0 | — |
▸case-06 An employee onboarding SaaS platform has 9 feature proposals: automated email reminders, e-signature integration, custom welcome survey builder, slack notifications for new hires, organizational chart generator, background check API integration, PTO tracking, equipment request workflow, and document translation. Rank the top 5 features to build. | fail→pass | 12,419 | 18,169 | +46% | 1 | 1 | 0% | 2,003 | 3,785 | +89% | 0 | 0 | — |
▸case-07 A fleet management software company aims to decrease vehicle downtime. They are considering: predictive maintenance alerts, driver fatigue monitoring cameras, fuel card integration, route optimization algorithms, tire pressure sensor telemetry, offline mobile app support, and automated trip logging. Evaluate these items and deliver a ranked list of 5 initiatives. | pass→pass | 15,051 | 18,126 | +20% | 1 | 1 | 0% | 2,703 | 3,733 | +38% | 0 | 0 | — |
▸case-08 A security operations center dashboard product team wants to reduce mean time to detect incidents. They are considering: automated alert triage, custom SIEM integration, dark web credential monitoring, one-click IP blocking, vulnerability scanner export, PDF compliance report generator, and Slack incident room creation. Select the top 5 initiatives. | fail→pass | 10,399 | 21,378 | +106% | 1 | 1 | 0% | 1,780 | 3,406 | +91% | 0 | 0 | — |
▸case-09 A flight booking mobile app has surveyed users. Finding cheap flights has high importance and low satisfaction. Viewing flight amenities has medium importance and high satisfaction. Managing baggage claims has low importance and low satisfaction. Recommend which problem area to focus feature design on based on this customer feedback. | pass→pass | 7,120 | 7,564 | +6% | 1 | 1 | 0% | 1,146 | 1,837 | +60% | 0 | 0 | — |
▸case-10 A smart home automation app team wants to boost monthly active users. Proposed features: automated geofencing routines, voice assistant integration, energy usage analytics dashboard, custom widget support, device sharing permissions, offline local control mode, and color theme customizer. Select and rank the top 5 features. | pass→pass | 13,072 | 17,880 | +37% | 1 | 1 | 0% | 1,493 | 3,271 | +119% | 0 | 0 | — |
▸case-11 A platform for newsletter creators wants to increase creator revenue. Ideas: paid subscription tier support, tip jar integration, automated sponsor outreach tools, digital product store, affiliate link generator, member-only Discord bot, and analytics for reader demographics. Narrow down to the top 5 features. | fail→pass | 10,731 | 20,981 | +96% | 1 | 1 | 0% | 1,821 | 3,441 | +89% | 0 | 0 | — |
▸case-12 A cloud infrastructure CLI tool team wants to speed up developer adoption. Ideas: interactive prompt mode, shell auto-completion script generator, multi-profile configuration switcher, JSON output formatting flag, local emulator integration, automated syntax linter, and plugin architecture extension. Select the top 5 features to implement. | fail→pass | 10,096 | 15,490 | +53% | 1 | 1 | 0% | 1,759 | 3,587 | +104% | 0 | 0 | — |
▸case-13 A telehealth platform aims to lower patient no-show rates. Proposals: SMS appointment reminders, automated calendar invite sync, instant video room links via WhatsApp, virtual waiting room queue estimator, multi-language intake forms, patient payment pre-authorization, and post-visit survey auto-send. Recommend the top 5 features. | pass→pass | 12,063 | 22,290 | +85% | 1 | 1 | 0% | 2,088 | 3,678 | +76% | 0 | 0 | — |
▸case-14 A commercial property management software team wants to streamline tenant maintenance requests. Features considered: photo upload in maintenance tickets, real-time technician GPS tracking, automated maintenance scheduling, tenant satisfaction rating post-fix, SMS status updates, contractor invoicing portal, and emergency phone hotline integration. Choose the top 5. | fail→pass | 9,407 | 15,121 | +61% | 1 | 1 | 0% | 1,627 | 3,489 | +114% | 0 | 0 | — |
▸case-15 A companion app for a fitness wearable wants to increase 30-day user retention. Proposals: personalized daily step goals, hydration logging reminders, social challenge boards, Apple Health bi-directional sync, custom workout builder, heart rate anomaly alerts, and sleep score breakdown. Rank the top 5 initiatives. | pass→pass | 16,676 | 18,906 | +13% | 1 | 1 | 0% | 2,231 | 3,890 | +74% | 0 | 0 | — |
▸case-16 A helpdesk software platform aims to reduce average handle time for agents. Ideas: AI ticket summarization, auto-suggested macro responses, canned responses keyboard shortcuts, ticket collision detection, auto-routing based on sentiment, CRM sidebar widget, and customer satisfaction survey popups. Select the top 5 features. | fail→pass | 14,261 | 19,910 | +40% | 1 | 1 | 0% | 1,820 | 3,387 | +86% | 0 | 0 | — |
▸case-17 A cloud restaurant point-of-sale system wants to expand into fine dining establishments. Proposed features: table layout builder, split bill by seat, inventory ingredient tracking, kitchen display system integration, reservation platform sync, custom loyalty points, and handheld server ordering tablets. Identify the top 5 initiatives. | fail→pass | 14,570 | 21,879 | +50% | 1 | 1 | 0% | 2,305 | 4,201 | +82% | 0 | 0 | — |
▸case-18 A virtual whiteboard tool wants to improve real-time workshop engagement. Proposed items: sticky note voting timers, AI diagram generation, PDF export options, template library marketplace, cursor chat mode, integrations with Jira, and embedded video calls. Recommend the top 5 features. | fail→pass | 14,743 | 15,284 | +4% | 1 | 1 | 0% | 2,525 | 3,380 | +34% | 0 | 0 | — |
▸case-19 A mobile invoicing app for freelancers wants to increase monthly paying subscribers. Feature ideas: recurring invoice automation, credit card payment gateway integration, estimate-to-invoice conversion, late payment fee calculator, tax expense categorization, multi-currency support, and custom logo branding. Choose the top 5 features. | pass→pass | 9,254 | 16,420 | +77% | 1 | 1 | 0% | 1,617 | 3,447 | +113% | 0 | 0 | — |
▸case-20 We have decided to build recurring bill tracking for our consumer budgeting app. Please write a detailed user story for this feature including title, user role, capability, benefit, and three acceptance criteria. | pass→pass | 7,820 | 7,011 | -10% | 1 | 1 | 0% | 1,419 | 1,514 | +7% | 0 | 0 | — |
▸case-21 Our enterprise search platform team needs a compelling product vision statement for 2025 to align engineering and design. Draft a two-paragraph product vision statement emphasizing AI-powered semantic discovery. | pass→pass | 4,865 | 6,627 | +36% | 1 | 1 | 0% | 825 | 1,507 | +83% | 0 | 0 | — |
▸case-22 Given our selected top features (bill tracking, split-bills, cashback notifications), create a 4-sprint Gantt chart style timeline allocating 3 backend engineers and 2 frontend engineers across 8 weeks. | pass→pass | 18,725 | 14,683 | -22% | 1 | 1 | 0% | 2,818 | 3,382 | +20% | 0 | 0 | — |