AI prompt pack analyzing downstream consequences of freemium business models. Predictive modeling for support costs, conversion economics, infrastructure burdens, and sustainable unit economics

This comprehensive prompt pack delivers analytical frameworks for evaluating the hidden costs and sustainability of freemium business models. Move beyond simple conversion rate optimism to quantify the support debt, infrastructure overhead, and operational burdens that turn "free user acquisition" into a financial black hole that consumes 30-60% of SaaS revenue.

Key Benefits:

• Quantify the true cost per free user including support, infrastructure, and diverted development

• Calculate break-even conversion rates required for financial sustainability

• Model infrastructure scaling costs that often surprise growing SaaS companies

• Optimize feature gating strategies to maximize conversion while minimizing support burden

• Develop monitoring frameworks to catch freemium cancer before it becomes terminal

• Create exit strategies for unsustainable freemium models before burning through runway