Invites x Conv Rate

Invites x Conv Rate

How to Calculate Viral Coefficient

How to Calculate Viral Coefficient

Measures how many new users each current user refers to your product.

Measures how many new users each current user refers to your product.

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What is

Viral Coefficient

?

The Viral Coefficient is a metric that measures the number of new users generated by an existing user through referrals or product loops. It is the math behind 'Organic Growth' and 'Word of Mouth.' The coefficient is calculated by multiplying the number of invitations sent per user by the conversion rate of those invitations. A Viral Coefficient greater than 1.0 means that the product is growing exponentially on its own; for every 10 users you acquire, they will bring in 11 or more additional users. A coefficient below 1.0 means growth is linear and requires a constant 'pump' from paid marketing or sales. True virality is rare and is usually built directly into the product’s utility—for example, a collaboration tool like Slack or a payment tool like PayPal naturally requires you to invite others to get value. Increasing the Viral Coefficient involves reducing the friction of the invite process and creating incentives that encourage users to share the product with their network.

Frequently asked questions.

What is 'True' Virality?

True virality is a coefficient greater than 1.0, where each user brings in more than one new user.

How is this different from 'Word of Mouth'?

The Viral Coefficient measures built-in product loops, not just general reputation.

Can a low viral coefficient still be useful?

Yes, a coefficient of 0.2 still provides a 20% 'boost' to all your acquisition efforts.

What is a 'Viral Cycle'?

The time it takes for a user to invite a friend; shorter cycles lead to faster growth.

How to increase the coefficient?

Reduce friction in the invite process and offer 'double-sided' incentives for both parties.

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