▸case-21 Analyze how Apple's tight integration between iOS, watchOS, and AirPods creates an ecosystem moat against standalone smartwatch manufacturers. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-12 We want to conduct win-loss analysis by only asking our internal sales representatives why deals were won or lost against HubSpot. Evaluate this methodology. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-20 Our B2B SaaS analytics tool offers 10,000 monthly events on our free tier while market competitors limit free tiers to 500 events. What risk does this create for monetization? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-15 Our peer-to-peer payment network platform claims to have economies of scale moats because server bandwidth gets cheaper per user. Evaluate whether this constitutes a network effect. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-19 Our cloud security platform uses standard open-source Snort rules that any competitor can integrate in five minutes. Evaluate whether this capability constitutes a sustainable competitive advantage under the VRIO framework. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-05 Our Redis caching cluster experienced a 45-minute outage yesterday affecting active sessions on our e-commerce platform. What structure should we use for our internal engineering post-mortem document? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-17 To gather competitive intelligence on an enterprise security vendor's roadmap, our analyst wants to pose as a fake customer and sign an NDA under false pretenses. Evaluate this intelligence gathering technique. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-02 Our startup is preparing a pitch deck and needs a detailed competitive analysis for the AI-assisted customer support market. Please outline the major competing solutions, highlight key features where we can win, and structure a step-by-step action plan with clear success metrics. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-07 In the corporate expense management software sector with low switching costs and standardized vendor options, individual mid-market buyers are asserting heavy price pressure. Evaluate buyer power in this sector. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-11 Assess the switching costs for an enterprise migrating from Oracle RDBMS to PostgreSQL, considering database stored procedures and legacy schema dependencies. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-16 When entering a market dominated by an incumbent with 80% margin on flagship products, we plan to slash prices by 50%. How is the incumbent likely to react if this threatens their core cash cow revenue? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-18 When creating a perceptual map for premium consumer audio headphones, an analyst selects 'Price' and 'Perceived Quality' as independent X and Y axes. Evaluate this selection of axes. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-10 Draft a formal positioning statement structure for our open-source observability platform targeting DevOps engineers who struggle with high Datadog log costs. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-06 We are analyzing cloud database providers like Snowflake, MongoDB Atlas, and AWS DynamoDB. Most analysts use total revenue and company age as the two axes for competitive mapping. Create a strategic group map using these axes to evaluate market positioning. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-09 We are evaluating our vector search database against Pinecone and Qdrant. Should we list every minor administrative UI utility as equal in weight to index latency and recall accuracy when building a competitive feature matrix? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-22 A digital-first low-cost online stock brokerage charges zero commissions. Why is a traditional full-service brokerage charging $50 per trade hesitant to immediately copy zero-commission trades? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-01 I need a comprehensive breakdown of our top three rivals in the B2B SaaS project management space. Please map out their strengths, market positioning, and where we have clear opportunities to differentiate, along with concrete next steps for our product team. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-14 Analyze the threat of substitutes for commercial airline corporate travel booking software when remote collaboration tools like Microsoft Teams improve in fidelity. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-13 For an online asynchronous video tool like Loom, identify whether synchronous Zoom meetings and physical whiteboard sessions are direct or indirect competitors. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-03 We are allocating our Q3 engineering headcount across frontend, backend, and site reliability teams for our payment gateway service. How should we balance engineering resources based on standard engineering ratio benchmarks? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-04 Our cloud infrastructure costs for AWS hosting account for 25% of our revenue for our analytics product. How should we categorize server hosting costs and customer support software fees on our income statement under GAAP accounting? | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-08 For a enterprise CRM tool competing against Salesforce, our team wants to list 20 identical operational metrics on a strategy canvas to prove superiority across every single dimension. Assess this strategy canvas design. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |