how you can use math & split testing to go viral

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How You Can Use Math & Split Testing To Go Viral

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Page 1: How You Can Use Math & Split Testing To Go Viral

How You Can Use Math & Split Testing To Go Viral

Page 2: How You Can Use Math & Split Testing To Go Viral

What Does Going Viral Really Mean?

A piece of content (whether that is a video, an image, an article, a petition, or an app) goes viral if it is circulated rapidly on the internet.

Going viral includes the use of “pre-existing social networking services and other technologies to try to produce increases in brand awareness or to achieve other marketing objectives (such as product sales) through self-replicating viral processes, analogous to the spread of viruses or computer viruses.”

Page 3: How You Can Use Math & Split Testing To Go Viral

Measuring Virality through K-Factor

K-Factor: a measurement of the growth rate of websites, apps, or a customer base

“If “i” is the number of invitations (or messages, in the case of viral content) sent out by each customer or user, and “C” the percent conversion rate of each invitation, then “K” is the product of the two.” (Richard Fong)

K is equal to “i” multiplied by “C”

Page 4: How You Can Use Math & Split Testing To Go Viral

I x C = K

K-Factor < 1 = not going viral K-Factor > 1 = reach of content is growing\ Example: If you start out with 10 people who

saw and shared your content to 10 other people each and successfully converted 20 percent, then your resulting K-Factor will be 2. In other words, your initial 10 customers were able to reel in two new customers each or an additional 20 people were introduced to your content bringing your total to 30.

Page 5: How You Can Use Math & Split Testing To Go Viral

Engineering Your App/SaaS To Go Viral

Increase in invitations + increase in conversion rate = Growth

Four key metrics when it comes to viral content:

1. Number of monthly unique users (MUU)

2. Monthly authenticated users (MAU)

3. Daily authenticated users (DAU)

4. Daily authenticated users who publish shareable events (pDAU).

Page 6: How You Can Use Math & Split Testing To Go Viral

Engineering Your App/SaaS To Go Viral

Boost ratio between MUU and MAU: Offer one-click social sign-in instead of username/password sign-in

Grow ratio between MAU and DAU: Promote automatic log-in Provide useful notifications Send out regular e-mails

Foster growth between your daily DAU and PDAU: Employ a system for lightweight event sharing (Spotify, Flickr, etc) Leverage passive sharing (share activities automatically with user's

permission) Make your content shareable across devices

Page 7: How You Can Use Math & Split Testing To Go Viral

Six STEPPS to Encouraging The Share

1. Social Currency Content that makes a person sharing it look

knowledgeable2. Triggers

Content pertaining to topics that are current are more shareable

3. Emotion Negative and positive emotion; as long as it triggers

high forms of psychological arousal (joy, anger, outrage, etc.)

Page 8: How You Can Use Math & Split Testing To Go Viral

Six STEPPS to Encouraging The Share

4. Public People naturally join bandwagons whenever they can;

people want to the same things as successful individuals

5. Practical Value Content that proves to be useful gets shared

6. Stories People love sharing stories; viral content usually flows

as a story and sometimes begins as an anecdote

Page 9: How You Can Use Math & Split Testing To Go Viral

Making a Piece of Content Go Viral

1. Incentive Content that promises a premium has a high change of going

viral Example: Dropbox grew in popularity because of its referral

program.2. One-Step Sharing

Employ a sharing scheme with one step; make it easy and simple for your users to share your content

3. Ego Content that makes users proud of their accomplishments

gets shared Examples: IQ tests and surveys

Page 10: How You Can Use Math & Split Testing To Go Viral

Making a Piece of Content Go Viral4. Trigger an Emotional Response

Awe: Your content should display something remarkable Anger: When people are angry, they want to talk, especially on

social media. Anxiety: If you make a person uneasy, he or she is likely to talk

about it and share the content. Joy: Positive, inspiring and uplifting content garners a lot of shares.

Lust: Lust doesn't always mean physical pleasures. People can

lust for money, results, etc. Content that tantalizes readers with potential results gets shared.

Surprise: Content that goes against expectation is highly shareable. These pieces challenge assumptions and prove readers wrong.

Page 11: How You Can Use Math & Split Testing To Go Viral

TL;DR

Going viral isn't a game of chance. Virality is based on the science of Psychology

and Mathematics. Improve the virality of you content involves

hitting the right buttons with your audience's psyche and convincing them to share.

By improving the conversion rate between impressions and shares you can engineer viral growth.