Growth Lab · Tool
Viral Coefficient Simulator
Model your product's organic growth potential. Understand what a viral coefficient above 1.0 means for your acquisition cost.
Viral Growth Modelling
Calculate your product's viral coefficient and predict exponential user growth patterns.
12-Month Forecasting
Project customer acquisition over time based on actual referral performance inputs.
Referral Optimisation
Identify the exact referral rates and conversion metrics needed for sustained viral growth.
Why it matters
A coefficient above 1.0 is where growth becomes self-funding.
Achieving a viral coefficient above 1.0 means your user base grows organically and exponentially — without a corresponding increase in ad spend. By simulating different scenarios, this engine helps you understand exactly what referral and conversion rates you need, turning existing customers into your most cost-effective acquisition channel.
Viral Coefficient Simulator
Calculate and optimize your product's viral growth potential using advanced mathematical modeling.
Average number of people each customer refers
Percentage of referred people who become customers
Viral Coefficient = Referrals per Customer × Conversion Rate
Viral Coefficient
Optimize referral program
New Customers This Month
18.0% monthly growth rate
12-Month Projection
+6,288 total new customers
Month 1
+180 new
1,180
total
Month 2
+212 new
1,392
total
Month 3
+251 new
1,643
total
Month 4
+296 new
1,939
total
Month 5
+349 new
2,288
total
Month 6
+412 new
2,700
total
To achieve viral growth, focus on increasing either referrals per customer or conversion rate to reach a coefficient of 1.0+