from the world's big
The Trick to Viral Growth
I recently helped a friend prioritize their measurement framework for a series of growth experiments. Here's a lightly edited version of my advice.
When looking to focus on user growth, it's generally helpful to look at 3 key metrics.
The time it takes for a user share for the first time dictates how quickly you start growing. Most explosive growth applications have invite friends features early in the signup/usage flow.
Length of sharing period will tell you how sustained your user growth will be. If you have an actively engaged user who will continue inviting users for a long time, you'll be less reliant on having to goose growth through new user acquisition methods. This number will be directly tied to your engagement metrics.
The K Factor is a simple calculation of how many users each new user brings in over a period of time. If you get this number over 1, you have an application that will continue to grow virally until it runs into saturation.
If you're working on a new project, you'll generally want to analyze these on fairly short timelines (what happens day to day or week to week). You'll also probably focus first on time to first share is because that's the fastest way to get feedback/data on whether your product and acquisition flows work.
Usually that's the best place to start; you can move on to longer timeframes and the other two factors after that.
Join the legend of non-fiction in conversation with best-selling author and poker pro Maria Konnikova.
China moves to Russia and India takes over Canada. The Swiss get Bangladesh, the Bangladeshi India. And the U.S.? It stays where it is.
What if the world were rearranged so that the inhabitants of the country with the largest population would move to the country with the largest area? And the second-largest population would migrate to the second-largest country, and so on?
Andy Samberg and Cristin Milioti get stuck in an infinite wedding time loop.
- Two wedding guests discover they're trapped in an infinite time loop, waking up in Palm Springs over and over and over.
- As the reality of their situation sets in, Nyles and Sarah decide to enjoy the repetitive awakenings.
- The film is perfectly timed for a world sheltering at home during a pandemic.
Most of Stonehenge's megaliths, called sarens, came from West Woods, Wiltshire.
Discovering Stonehenge's signature<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzUyOTYyMy9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTY0MzQ2NDc3Nn0.zb-izy2gdpzY5RboUnWumoX1XqP7WgqqkfANYnMkRSA/img.jpg?width=1245&coordinates=0%2C726%2C0%2C-4&height=700" id="a041b" class="rm-shortcode" data-rm-shortcode-id="9872216ca30ec9e5628b8e91f32b5b6b" data-rm-shortcode-name="rebelmouse-image" />
In 1958, engineers undertook the task of re-erecting a Stonehenge trilithon that fell in 1797. Three cores drilled into a sarsen disappeared soon after.
For every answer, another question<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzUyOTYyNy9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTU5NzI5NDEzNX0.iNRlen_VApo2Hw6SPd_eiVodaG3UpEb00yD4GX_9JgU/img.jpg?width=1245&coordinates=0%2C164%2C0%2C1&height=700" id="e4fe1" class="rm-shortcode" data-rm-shortcode-id="157f21a6e304f7f50ebec55e2e53e505" data-rm-shortcode-name="rebelmouse-image" />
A view of Stonehenge during the Summer Solstice.
(Photo: Wikimedia Commons)<p>Thanks to Nash and his team, scientists now know the source of Stonehenge's sarsens. This clue can help them solve other Stonehenge mysteries. That most of the stones were sourced from one location, the study notes, suggests that they were erected at about the same time. It also reveals the routes the Neolithic builders had to traverse with their heavy loads.</p><p>But questions remain. Why did the builders choose West Woods when the Salisbury Plain is dense with sarsen? Why were two megaliths (Stones 26 and 160) sourced elsewhere? And were the missing stones gathered from West Woods or elsewhere? </p><p>These questions only touch on the sarsens. The question that intrigues so many of the monument's visitors remains hotly debated: Who built Stonehenge and why? Was it a <a href="https://www.theguardian.com/science/2013/mar/09/archaeology-stonehenge-bones-burial-ground#:~:text=Stonehenge%20may%20have%20been%20burial%20site%20for%20Stone%20Age%20elite%2C%20say%20archaeologists,-This%20article%20is&text=Centuries%20before%20the%20first%20massive,a%20theory%20disclosed%20on%20Saturday." target="_blank">burial site for the Stone age elite</a>? <a href="https://www.sciencedaily.com/releases/2012/06/120622163722.htm" target="_blank">A monument marking British unification</a>? <a href="https://www.theguardian.com/science/2015/mar/15/circular-thinking-stonehenges-origin-is-subject-to-new-theory" target="_blank">A Druid Mecca</a>? We don't know, but as scientific tools advance, we may be able to break the prehistoric silence that has laid over Stonehenge for so long.</p>