Operational Tools

Stop guessing. Use our open-source calculators and models to forecast revenue, manage churn, and audit your unit economics.

Model conversion rates, stop rates, and pricing elasticity to forecast subscription revenue.

Map subscriber segments at risk of canceling based on engagement metrics.

Calculate blended Average Revenue Per User across subs, ads, and events.

Determine if your paid acquisition strategy is burning cash or building equity.

Price your newsletter sponsorships dynamically based on list size, open rates, and niche.

Forecast profitability for live journalism events, accounting for hard costs and sponsor drop-off.

Estimate total sellable impressions and blended yield across direct and programmatic.

Benchmark your reporter-to-editor and editorial-to-revenue headcount against industry norms.

Optimize freelance spend based on expected traffic yield and conversion assist value.

Model the revenue impact of introducing a higher-priced premium tier.