unit-economics-builder

Generate startup unit economics by synthesizing revenue, cost, and hiring inputs to compute CAC, LTV, LTV/CAC, gross margin, and payback. The model applies stage-based framing, scenario tables, and sensitivity analysis, outputting a ready-to-use unit-economics.md file for your financial modeling project.

Model CAC and LTV sensitivity by generating base, bear, and bull scenario tables alongside a 20% sensitivity analysis. This process flags load-bearing assumptions in an honesty appendix, providing clear payback and LTV/CAC calculations that highlight data collection recommendations for early-stage startups.

Present honest startup financial metrics by tagging every output as either measured or modeled. Including an honesty appendix that outlines load-bearing assumptions and data-collection recommendations prevents inflated metrics, ensuring investors see credible unit economics for pre-revenue or seed companies.

Yes, you need revenue-model, cost-structure, and hiring-roadmap inputs to generate LTV and payback calculations. Synthesizing these inputs allows the model to compute gross margin and apply stage-based framing, producing accurate unit economics metrics for early-stage startups.

Yes, you can generate scenario-based financial models for pre-revenue companies by applying stage-based framing. The model computes base, bear, and bull scenarios for CAC and LTV, ensuring pre-revenue startups receive clearly flagged metrics distinguishing modeled assumptions from real data.

LTV/CAC calculations show inflated metrics when modeled assumptions are not clearly distinguished from measured data. Applying stage-based framing and generating an honesty appendix with sensitivity analysis prevents misleading investors, ensuring credible unit economics for early-stage startups lacking sufficient cohort data.