Metadata
Business & Economics Adult Learning Analyze Medium
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Metadata

  • Subject

    Business & Economics

  • Education level

    Adult Learning

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    subscription model, revenue recognition, cash flow, pricing strategy, customer success, metrics

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • Prompt

    Assess learners' ability to analyze financial and operational implications when a firm shifts from a product-based to a subscription-based revenue model, covering revenue recognition and cash-flow impacts, pricing and unit economics (CAC, LTV, churn), forecasting ARR/MRR versus one-time sales, break-even and payback calculations, required changes to billing, customer success, product development and support operations, transition costs and migration strategies, and evaluating hybrid models using scenario and sensitivity analysis.
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Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.