▸case-04 Our cloud storage SaaS product currently has 5,000 active free users and 200 paying teams. We need to design a three-tiered pricing matrix (Free, Team, Enterprise) including feature gating rules, seat pricing limits, and storage quotas to optimize ARPU. Please detail the tier specifications. | pass→pass | 16,867 | 21,538 | +28% | 1 | 1 | 0% | 2,883 | 4,921 | +71% | 0 | 0 | — |
▸case-01 We are building an automated SOC 2 compliance platform for tech startups. We are considering three initial target markets: B2B Fintech companies (10-50 employees), HealthTech SaaS platforms (mid-market), and E-commerce platforms. We have 2 sales reps, a $50k GTM budget, and 6 months to prove traction based on our initial discovery interviews. Please evaluate our options and provide a scored comparison of our top segment choices, identify our primary initial launch market, detail the pain point validation and willingness-to-pay analysis, project realistic market share capabilities, explain referral pathways into neighboring segments, and supply a 90-day customer acquisition strategy alongside a post-initial market expansion roadmap. | fail→fail | 34,831 | 27,440 | -21% | 1 | 1 | 0% | 6,288 | 5,076 | -19% | 0 | 0 | — |
▸case-02 We developed a remote patient monitoring platform for specialized clinics. We are weighing three candidate segments: private cardiology practices, home healthcare agencies, and rural hospital systems. We have preliminary customer survey data showing varying levels of interest and budget authority. Please deliver a market entry analysis that includes a ranked and scored list of target candidate segments, the single top recommended initial market, pain point and pricing/budget assessments, anticipated market capture potential, network/referral pathways to broader segments, an actionable 90-day customer acquisition blueprint, and an expansion roadmap for once we secure our initial position. | fail→pass | 35,479 | 51,373 | +45% | 1 | 1 | 0% | 6,257 | 5,276 | -16% | 0 | 0 | — |
▸case-03 We are planning Sprint 14 for our established project management software. We need to decide whether to build automated Slack notifications, custom PDF export, or Gantt chart baseline comparisons. We have estimated reach, impact, confidence, and effort scores for each feature item. Please generate a feature prioritization ranking and explain the execution sequence. | pass→pass | 18,285 | 17,911 | -2% | 1 | 1 | 0% | 2,522 | 3,665 | +45% | 0 | 0 | — |
▸case-05 Our enterprise cybersecurity firm is hiring 5 Senior Account Executives for the upcoming fiscal year. We need to construct an annual sales commission structure, including base salary splits, OTE targets, quota accelerators above 100%, and clawback policies. Please formulate this compensation package. | pass→pass | 17,004 | 17,947 | +6% | 1 | 1 | 0% | 3,171 | 4,846 | +53% | 0 | 0 | — |
▸case-06 We created an API latency monitoring service using eBPF instrumentation. We are deciding between target entry markets: high-frequency algorithmic trading desks, microservice-heavy fintech startups, and mid-market gaming backend teams. Many founders try targeting enterprise cloud platforms right away. Provide a scored market analysis, choose our launch target, detail pain validation, assess willingness to pay, project market dominance potential, map referral routes, and outline a 90-day acquisition plan and expansion roadmap. | fail→pass | 34,582 | 27,952 | -19% | 1 | 1 | 0% | 5,825 | 5,992 | +3% | 0 | 0 | — |
▸case-07 Our IoT telemetry startup built predictive tire-wear sensor kits for commercial vehicles. We are choosing between three launch options: regional fleet operators with 10-50 trucks, national long-haul freight carriers with 1,000+ trucks, and municipal bus transit authorities. Most founders default to large national carriers for press coverage. Provide a comparative segment analysis with scoring, select the primary entry point, detail pain and budget findings, estimate market share capture, trace adjacent referrals, and map out 90-day acquisition plus post-entry expansion plans. | fail→fail | 29,467 | 22,323 | -24% | 1 | 1 | 0% | 6,254 | 5,142 | -18% | 0 | 0 | — |
▸case-08 We developed an AI legal assistant that flags indemnification risks in commercial vendor contracts. We are weighing boutique corporate law firms (2-10 partners), solo freelance attorneys, and in-house enterprise procurement legal teams. Standard advice often pushes selling directly to Fortune 500 in-house counsel. Deliver a full market selection evaluation report with segment scores, top target pick, pain validation, pricing readiness, winnable market share calculation, referral paths, a 90-day launch plan, and adjacent growth stages. | fail→pass | 49,858 | 17,500 | -65% | 1 | 1 | 0% | 6,245 | 4,615 | -26% | 0 | 0 | — |
▸case-09 Our HR tech startup automates hardware provisioning and I-9 verification for remote employees. We are considering three initial customer cohorts: fast-growing Series A tech startups (20-100 hires/yr), regional hospital chains, and franchise fast-food operators. Founders often chase huge franchise chains immediately. Evaluate these choices with detailed criteria scoring, select the launch target, analyze pain and budget authority, project market capture metrics, detail word-of-mouth expansion, and produce a 90-day acquisition framework along with a secondary market roadmap. | fail→fail | 35,031 | 30,968 | -12% | 1 | 1 | 0% | 6,252 | 6,512 | +4% | 0 | 0 | — |
▸case-10 We built an automated transcript verification and credential evaluation tool for higher education. We are choosing among small private liberal arts colleges, elite R1 research universities, and online community college systems. Most teams try targeting R1 universities first. Evaluate these choices across structured segment criteria, choose our launch target, detail pain points and budget willingness, project winnable share, identify referral networks, and map out a 90-day rollout plan and subsequent growth roadmap. | fail→pass | 33,804 | 31,766 | -6% | 1 | 1 | 0% | 4,369 | 6,519 | +49% | 0 | 0 | — |
▸case-11 Our startup created a non-human identity (service account/API key) governance tool. We are evaluating three initial entry segments: seed/Series A AI startups, mid-market fintechs with strict PCI compliance needs, and global tier-1 retail banks. Founders often try selling to tier-1 banks right away. Provide a comparative market segment evaluation, select our initial focus, detail pain point urgency, evaluate pricing capacity, estimate capture velocity, map referral channels, and output a 90-day acquisition strategy and multi-phase roadmap. | fail→pass | 33,061 | 22,457 | -32% | 1 | 1 | 0% | 5,715 | 4,974 | -13% | 0 | 0 | — |
▸case-12 We engineered an AI HVAC optimization controller for commercial real estate. We are evaluating three customer categories: boutique suburban office park managers, downtown skyscraper owners, and multi-tenant warehouse operators. Many founders shoot for iconic downtown skyscrapers first. Analyze these three candidates using structured entry criteria, recommend our launch segment, detail validated pain and budget readiness, project market share, map peer referral loops, and write a 90-day acquisition plan plus expansion roadmap. | fail→pass | 35,878 | 23,456 | -35% | 1 | 1 | 0% | 6,230 | 5,187 | -17% | 0 | 0 | — |
▸case-13 Our company offers an embedded payroll API for vertical SaaS platforms. We are deciding which vertical SaaS sector to target first: salon management software, dental practice management platforms, or field service management apps. Generalist advice suggests selling to all vertical SaaS platforms at once. Conduct a segment evaluation with scoring, identify our initial beachhead, validate pain and budget, calculate winnable share, trace referral mechanisms, and map a 90-day launch playbook plus expansion phases. | fail→pass | 35,618 | 26,730 | -25% | 1 | 1 | 0% | 6,233 | 6,695 | +7% | 0 | 0 | — |
▸case-14 We built a hyper-local satellite soil moisture forecasting model. We are considering three candidate customer groups: family-owned almond orchards in Central California, multi-state corn and soy conglomerates, and organic vineyard operators. New founders often target multi-state conglomerates for massive scale. Deliver a segment scoring report, select the launch segment, evaluate pain urgency and financial payback, calculate winnable market dominance, explain peer referral paths, and draft a 90-day acquisition schedule and expansion path. | fail→pass | 31,322 | 23,430 | -25% | 1 | 1 | 0% | 5,740 | 6,029 | +5% | 0 | 0 | — |
▸case-15 Our startup created an automated drone inspection tool for property insurance claims. We are choosing between regional mutual property insurers, national top-5 auto and home insurers, and independent third-party adjusting agencies. Advisers often push pitching top-5 national carriers immediately. Perform a structured market evaluation, designate our initial launch market, detail pain point and budget data, project market share, map industry word-of-mouth pathways, and write a 90-day customer acquisition plan along with post-beachhead expansion steps. | fail→pass | 41,117 | 27,133 | -34% | 1 | 1 | 0% | 6,244 | 5,814 | -7% | 0 | 0 | — |
▸case-16 We designed a micro-demand forecasting engine for perishable groceries. We are deciding among independent gourmet grocery chains (2-10 stores), regional supermarket groups (20-100 stores), and hypermarket conglomerates. Standard pitch decks recommend going straight to national hypermarkets. Provide a scored comparison, choose the launch target, analyze pain and budget authority, project market capture share, map community referral dynamics, and supply a 90-day launch plan plus adjacent expansion phases. | fail→pass | 33,383 | 22,556 | -32% | 1 | 1 | 0% | 6,237 | 5,091 | -18% | 0 | 0 | — |
▸case-17 We built a direct attribution tracking platform for TikTok and Instagram creators. We are evaluating three launch targets: direct-to-consumer DTC cosmetics brands, local fitness studios, and B2B SaaS marketing teams. Industry blogs recommend serving all e-commerce brands simultaneously. Provide a scored segment evaluation, identify our primary initial target market, detail pain point validation and budget capability, project realistic share capture, map creator network referrals, and construct a 90-day acquisition strategy and multi-stage expansion roadmap. | fail→pass | 35,703 | 39,359 | +10% | 1 | 1 | 0% | 6,241 | 6,450 | +3% | 0 | 0 | — |
▸case-18 Our company built an AI software tool that detects micro-fractures in emergency room X-rays. We are choosing between standalone urgent care clinics, regional community hospital ER departments, and major academic medical centers. Most teams try partnering with major academic centers first for prestige. Evaluate these choices with scored criteria, pick our entry target, validate acute pain and budget, project winnable share, explain peer networks, and draft a 90-day customer acquisition plan plus post-entry expansion strategy. | fail→pass | 30,540 | 32,865 | +8% | 1 | 1 | 0% | 5,281 | 5,663 | +7% | 0 | 0 | — |
▸case-19 We developed a smart barcode RFID system for managing cryogenic sample inventory in life sciences. We are evaluating three candidate segments: university research labs, VC-backed Series A biotech startups, and global pharmaceutical research centers. Founders often spend years trying to procure enterprise pharma deals. Perform a scored market assessment, select the primary launch segment, detail pain points and budget willingness, estimate capture potential, explain referral channels, and output a 90-day acquisition plan and future growth roadmap. | pass→pass | 34,591 | 29,544 | -15% | 1 | 1 | 0% | 4,744 | 5,961 | +26% | 0 | 0 | — |
▸case-20 Our startup created an automated Scope 3 carbon emissions tracking platform for supply chains. We are evaluating three target segments: mid-market apparel brands facing EU regulations, local organic food processors, and multinational automotive manufacturers. Consultants advise targeting automotive conglomerates first. Deliver a detailed market entry evaluation with segment scoring, select our beachhead target, validate regulatory pain and budget, estimate realistic market share, explain supply chain referral dynamics, and supply a 90-day acquisition strategy with post-entry expansion steps. | fail→pass | 32,881 | 30,001 | -9% | 1 | 1 | 0% | 6,240 | 6,476 | +4% | 0 | 0 | — |
▸case-21 We built a real-time kitchen efficiency and food waste analytics engine. We are choosing between multi-unit fast-casual franchises (5-20 locations), single-location fine dining establishments, and ghost kitchen operators. General opinion suggests selling to national fast-food chains immediately. Run a structured market evaluation with scores, select our launch segment, validate operational pain and budget ROI, calculate market share potential, map franchise network referrals, and provide a 90-day acquisition plan along with expansion roadmap phases. | fail→pass | 42,586 | 25,325 | -41% | 1 | 1 | 0% | 6,243 | 5,709 | -9% | 0 | 0 | — |
▸case-22 Our IoT startup developed computer-vision camera rigs for OSHA safety compliance on construction sites. We are evaluating regional commercial general contractors, residential home remodelers, and civil infrastructure megaproject builders. Advisers suggest targeting infrastructure megaprojects right away. Conduct a full segment evaluation with criteria scores, declare our initial beachhead target, evaluate pain urgency and budget authority, project market capture velocity, trace peer referral channels, and produce a 90-day launch strategy and adjacent market roadmap. | fail→pass | 30,076 | 30,497 | +1% | 1 | 1 | 0% | 5,062 | 6,413 | +27% | 0 | 0 | — |
▸case-23 We created an autonomous AI agent for resolving e-commerce return and refund tickets. We are choosing between high-volume Shopify DTC fashion brands ($2M-$10M ARR), enterprise airline customer service desks, and B2B SaaS helpdesks. Pitch books recommend going after enterprise airlines first for big contract values. Provide a comparative market evaluation with scores, pick our launch segment, validate pain and willingness to pay, calculate share dominance, map merchant community referrals, and provide a 90-day acquisition plan with secondary expansion steps. | fail→pass | 37,520 | 26,270 | -30% | 1 | 1 | 0% | 6,249 | 5,755 | -8% | 0 | 0 | — |