As mentioned in the first part of the post, I took a closer look at Dropbox’s recent IPO filing and would like to share some tidbits, along with a few observations.
#1 – Dropbox on consumerization
"Individual users are changing the way software is adopted and purchased
Software purchasing decisions have traditionally been made by an organization’s IT department, which often deploys products that employees don’t like and many refuse to adopt. As individuals increasingly choose their own tools at work, purchasing power has become more decentralized."
As mentioned in the first part, Dropbox was one of the early champions of the "consumerization of enterprise software" movement. This paragraph is a great description of that concept. If you ever have to pitch the idea of consumerization to anyone, copy these lines. :-)
Dropbox’s ARPU is around $110 per year, confirming that the company is indeed the ultimate Mouse Hunter. It’s worth pointing out that $110 is the average revenue per user, not per account, and one account can consist of multiple users, so the company’s ARPA (which hasn’t been disclosed) is probably significantly higher. However, according to the S1, 70% of the company’s 11 million paying users are on an individual plan as opposed to a "Dropbox Business" team plan, so at least 70% of the company’s revenue does indeed come from mice.
As of December 31, 2017, Dropbox had 1,858 employees. Revenue for 2017 was $1.107B. That’s $595,800 per employee. Mind blown. For comparison, according to a Pacific Crest survey among private SaaS companies, the median SaaS revenue per employee of that group of companies was $136,000 in 2016.
Salesforce.com generates a similar (actually, even higher) amount of revenue per employee, but the company is almost twice as old and has much bigger scale, so you’d expect them to be more efficient. When Salesforce had around $1B in revenue, in 2008, it had around 3,300 employees, so at that time its revenue per employee was around $327,000. Not a bad ratio at all, but Dropbox’s revenue-per-employee ratio is truly spectacular – a testament to its extremely effective and efficient bottom-up adoption driven by product virality.
Look at this. From 2015 to 2017, Dropbox increased revenue from around $600M to ca. $1.1B. During the same period, the company decreased cost of revenue from over $400M to less than $370M. In percentage terms, CoGS decreased from around 67% to around 33%. You don’t often see a company halving its CoGS percentage within two years. Either Dropbox was pretty wasteful in 2015 or they are extremely efficient now. ;-) I think it’s a bit of both.
According to the S1, the remarkable CoGS reduction was achieved primarily by closing accounts of inactive users and by moving more than 90% of all user data from AWS to Dropbox’s own server infrastructure. For what it’s worth, this also gives you a hint on the margins of AWS.
This is how Dropbox wants to be viewed:
This is how I view it:
If you read the S1 and take a look at Dropbox’s website, it becomes clear that the company wants to become much more than just a service that takes care of file storage and synchronization behind the scenes. They don’t want to be just an icon in your file system, they want to unleash the world’s creative energy by designing a more enlightened way of working (Dropbox’s mission statement).
That makes perfect sense, as being a “background service” might ultimately prove not to be a defensible, high-margin business. I’m somewhat skeptical if their (relatively) new “Paper” product will become a success. But with 500 million registered users, 11 million paying users and 300,000 paying work teams, the company has time to figure it out.
#2 – The King of Freemium
Viral, bottom-up adoptionOur 500 million registered users are our best salespeople. They’ve spread Dropbox to their friends and brought us into their offices. Every year, millions of individual users sign up for Dropbox at work. Bottom-up adoption within organizations has been critical to our success as users increasingly choose their own tools at work. We generate over 90% of our revenue from self-serve channels — users who purchase a subscription through our app or website.Before reading the S1, I didn’t know if Dropbox has become somewhat more focused on enterprise sales over the years. But here you have it – it really is the King of Freemium, generating more than 90% of revenue from self-service channels.
#3 – It’s a Mouse Hunter!
Dropbox’s ARPU is around $110 per year, confirming that the company is indeed the ultimate Mouse Hunter. It’s worth pointing out that $110 is the average revenue per user, not per account, and one account can consist of multiple users, so the company’s ARPA (which hasn’t been disclosed) is probably significantly higher. However, according to the S1, 70% of the company’s 11 million paying users are on an individual plan as opposed to a "Dropbox Business" team plan, so at least 70% of the company’s revenue does indeed come from mice.
#4 – More than half a million $ per head
As of December 31, 2017, Dropbox had 1,858 employees. Revenue for 2017 was $1.107B. That’s $595,800 per employee. Mind blown. For comparison, according to a Pacific Crest survey among private SaaS companies, the median SaaS revenue per employee of that group of companies was $136,000 in 2016.
Salesforce.com generates a similar (actually, even higher) amount of revenue per employee, but the company is almost twice as old and has much bigger scale, so you’d expect them to be more efficient. When Salesforce had around $1B in revenue, in 2008, it had around 3,300 employees, so at that time its revenue per employee was around $327,000. Not a bad ratio at all, but Dropbox’s revenue-per-employee ratio is truly spectacular – a testament to its extremely effective and efficient bottom-up adoption driven by product virality.
#5 – WTF?!
“Although it is important to our business that our users renew their subscriptions after their existing subscriptions expire and that we expand our commercial relationships with our users, given the volume of our users, we do not track the retention rates of our individual users. As a result, we may be unable to address any retention issues with specific users in a timely manner, which could harm our business.”We “do not track the retention rate of our individual users”. Wait, what? Did I read this right?
#6 – A unicorn’s worth of office rent
“In October 2017, we entered into a new lease agreement to rent office space in San Francisco, California, to serve as our new corporate headquarters. The total minimum obligations under this lease agreement are expected to be approximately $827.0 million.”When I read this number for the first time, I was wondering if there’s a typo. $827 million is going to be spent on office rent? A rough calculation shows that the number isn’t as crazy as it might appear on first sight. Assuming the company currently employs around 1,500 people in San Francisco and that that number will grow to 5,000 in the coming years, and assuming it’s a 12 year lease, rent per employee per year (at 5000 employees) would be around $13,800. That’s still expensive, but not “they must have accidentally added a zero” expensive.
#7 – I don’t understand this … is it just me?
“As of December 31, 2017, our blended Annualized Net Revenue Retention across the entire business, including individuals and Dropbox Business customers, was over 90%.”
“We continuously focus on adding new users and increasing the value we offer to them. As a result, each cohort of new users typically generates higher subscription amounts over time. For example, the monthly subscription amount generated by the January 2015 cohort doubled in less than three years after signup. We believe this cohort is representative of a typical cohort in recent periods.”If you don’t understand how to reconcile these two statements, you’re not alone. Looking at the cohort chart on page 62 of the S1, you’d expect Dropbox to have a significantly negative net dollar churn rate, i.e. net revenue retention of significantly over 100%. The only scenario, in which the two statements above could be compatible, is if a user cohort’s revenue doubles during the first three years but then declines steeply, but I have no idea if that is the case. If you know or have an idea what I’m missing here, I’d love to hear it!
#8 – Weaning off AWS
Look at this. From 2015 to 2017, Dropbox increased revenue from around $600M to ca. $1.1B. During the same period, the company decreased cost of revenue from over $400M to less than $370M. In percentage terms, CoGS decreased from around 67% to around 33%. You don’t often see a company halving its CoGS percentage within two years. Either Dropbox was pretty wasteful in 2015 or they are extremely efficient now. ;-) I think it’s a bit of both.
According to the S1, the remarkable CoGS reduction was achieved primarily by closing accounts of inactive users and by moving more than 90% of all user data from AWS to Dropbox’s own server infrastructure. For what it’s worth, this also gives you a hint on the margins of AWS.
#9 – Eleven 9s?
"Our users trust us with their most important content, and we focus on providing them with a secure and easy-to-use platform. More than 90% of our users’ data is stored on our own custom-built infrastructure, which has been designed from the ground up to be reliable and secure, and to provide annual data durability of at least 99.999999999%. We have datacenter co-location facilities in California, Texas, and Virginia."I thought six 9s are considered best-in-class, so I was surprised when I counted eleven 9s in this paragraph. Eleven 9s correspond with 0.00032 seconds of downtime per year, which for all practical purposes means that Dropbox can never go down. I re-read the sentence and noticed that Dropbox isn’t referring to availability (i.e. uptime) but data durability, which, as I now know, is something else.
#10 - Multiple personalities?
This is how Dropbox wants to be viewed:
If you read the S1 and take a look at Dropbox’s website, it becomes clear that the company wants to become much more than just a service that takes care of file storage and synchronization behind the scenes. They don’t want to be just an icon in your file system, they want to unleash the world’s creative energy by designing a more enlightened way of working (Dropbox’s mission statement).
That makes perfect sense, as being a “background service” might ultimately prove not to be a defensible, high-margin business. I’m somewhat skeptical if their (relatively) new “Paper” product will become a success. But with 500 million registered users, 11 million paying users and 300,000 paying work teams, the company has time to figure it out.
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