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Good morning. My name is Leandra and I will be your conference operator today. At this time, I'd like to welcome everyone to the Wayfair Q4 2017 Earnings Release and Conference Call. All lines have been placed on mute to prevent any background noise. After the speakers' remarks, there will be a question-and-answer session. [Operator Instructions]
Mr. Joe Wilson, Associate Director of Investor Relations and Strategic Finance at Wayfair, you may begin your conference.
Good morning and thank you for joining us. Today we will review our fourth quarter 2017 results. With me are Niraj Shah, Co-Founder, Chief Executive Officer and Co-Chairman; Steve Conine, Co-Founder and Co-Chairman; Michael Fleisher, Chief Financial Officer and Julia Donnelly, Head of Corporate Finance. We will all be available for Q&A following today's prepared remarks.
I would like to remind you that we will make forward-looking statements during this call regarding future events and financial performance, including guidance for the first quarter of 2018. We cannot guarantee that any forward-looking statements will be accurate, although we believe that we have been reasonable in our expectations and assumptions.
Our SEC filings, including our 10-K for 2017 which we expect to file in the near future certain factors that could cause the company's actual results to differ materially from those projected in any forward-looking statements made today. Except as required by law, we undertake no obligation to publicly update or revise these statements whether as a result of any new information, future events or otherwise.
Also, please note that during this call, we will discuss certain non-GAAP financial measures as we review the company's performance. These non-GAAP financial measures should not be considered replacements for and should be read together with GAAP results. Please refer to the Investor Relations section of our website to obtain a copy of our earnings release, which contains descriptions of our non-GAAP financial measures and reconciliations of non-GAAP measures to the nearest comparable GAAP measures.
This call is being recorded and a webcast will be available for replay on our IR website. Now, I would like to turn the call over to Niraj.
Thanks, Joe and thank you all for joining us this morning. Steve and I are excited to be sharing our fourth quarter and full year 2017 results with you today. We're very proud of what Wayfair has achieved in 2017 and the strength with which we've entered 2018. For the full year 2018, we generated $4.7 billion of total net revenue. This represents year-over-year dollar growth of $1.3 billion and growth of 40% on 2016. Our results in Q4 were particularly strong. In Q4, our direct retail business increased 48% year-over-year to $1.4 billion. This represents year-over-year direct retail dollar growth of $460 million in the quarter. The largest increase in our history and over $100 million higher than the year-over-year dollar growth in Q3, 2017, which at the time was also a company record.
We're continuing to win with customers with the number of active customers at the end of 2017 growing to approximately 11 million. We're also capturing a higher share of our customer spend with Q4 LTM revenue per active customer growing by approximately 7% year-over-year to a new high of $422. With the online portion of the home category growing annually and approximately 15% in the US, it's clear that we are not only benefiting from that shift of dollars from stores to online, but also considerably outpacing that shift and taking share. The success we're seeing is a result of many initiatives with the central driver being our long-term approach to investing in our business.
Over the last 18 months, we've talked a lot about our three main investment areas; building out our international capabilities, developing our proprietary logistics network and increasing penetration of categories within our total addressable market, where we have historically under indexed. We've been investing in these areas because of the results they're delivering for our customers and because we're increasingly bullish on the market opportunity that we see ahead of us.
As large shareholders in the business, Steve and I are very focused on ensuring that our business is the number one choice for customers when they shop for their homes. Shoppers vote with their dollars and by taking a long term approach to giving them the best possible experience, we are being rewarded with continued gains in market share. The level and timing of our investment decisions is not determined by factors such as near term revenue performance or by year end results, but purely by what it takes to serve our customer and when it makes the most sense to make that specific investment in order to best achieve our long term ambitions.
This focus on our customers and the long term has served us incredibly well and will continue to be at the core of our decision making and future growth. We're seeing, for example, ongoing success in the spend we're putting behind our advertising activities in the US and internationally and we’ll continue to invest behind the strength going forward. We're also adding great people to teams across our business as we seek to make further progress in bringing our customers and online shopping experience is at the forefront of our category.
Some of these investments over the past 18 months have begun paying back now, which you can see in our results and some of the newer investments are not yet yielding revenue. One example of an initiative that is still in its early days is design services. There's a team of product, engineering and marketing folks, working on building out this program and while today, it's not yet generating revenue, we're very excited about its future potential. We know one of the top reasons our customers decide not to complete a purchase is because they're not confident in their design ability and they're simply not sure that the item will look great in their home.
In the luxury market, this is solved with interior designers, but for mass market customers, that option is often out of reach. We know through our normal combination of smart and creative use of technology and leveraging our scale and business processes, we can bring this confidence to our customer, while creating compelling designs for a room or for whole house, sourced from the vast wafer selection as well as from other businesses. This is just one of many examples, but with our ability to execute in an addressable market of approximately $600 billion in the home category in the United States, Canada and Europe, we are excited by the many opportunities that lie ahead.
Today, I wanted to focus my comments on three areas specifically; the holiday period, our international business and the developments in our logistics infrastructure. The holiday period is a great time for us to engage with shoppers who are new to Wayfair and with those who are returning to us and we are very pleased to see our overall offering resonate strongly with both groups again this season. As I mentioned on the Q3 call, our approach to promotions is very analytical and we work closely with our suppliers to be able to offer shoppers products we think they will like at exciting price points.
Looking at the cyber five period particularly, our promotions centered on our core categories as many shoppers see the period as a great opportunity to get their homes ready for the holidays with top performing categories including mattresses, sofas, bedding and rugs. As outlined in our November press release, direct retail gross sales, defined as dollars of order intake, increased 53% year-over-year for the five day peak shopping period of Thanksgiving Day through Cyber Monday. Notably, Black Friday which is traditionally viewed as more of a brick and mortar shopping day for consumers was our highest growth day during that cyber five day period.
For the broader holiday period, we increased our focus on seasonal décor this year. We were successful in driving customer engagement and sales. Highlights included our Wayfair basics Christmas tree program, which offer trees in a variety of heights and styles at opening price points and our 5 for $25 ornament shop, which continue to be a favorite with customers, where CastleGate enabled quick and affordable delivery.
Now, I would like to talk about our international business, which had a strong year with 2017 international direct retail revenue of $568 million, up 114% year-over-year. We're very excited about the investments we're making in Canada, UK and Germany and the engagement we're seeing with customers in these regions. On the Q2 earnings call, I mentioned that our Canadian business was performing very well and I'm pleased to say that the momentum has continued.
As a result of its proximity, the Canadian business has leveraged many aspects of our US business and we're targeting many of the same growth initiatives in Canada that are driving success here in the US. In 2017, we made a series of operational improvements to the business, including expanding our 2 and 3 day delivery guarantee to more products and regions in Canada and launching multiple new trucking routes to increase speed and reduce damage for large parcel items.
In Q2 of this year, we expect to open our first CastleGate warehouse in Canada, further reducing shipping costs and duties and improving delivery speeds, which we know resonates strongly with customers. Earlier this year, Steve, Michael and I met with suppliers at some of the major European trade shows in our category and it was great to see that the flywheel there is accelerating in a similar way to what it did when we scaled our US business. The players are excited to work with us and our product selection, state merchandising and fulfillment continue to improve in both the UK and Germany.
These enhancements are driving improved unit economics and unlocking further opportunities to invest in the strength we are seeing. We plan to scale television brand advertising in Germany later this year if that business continues to perform. And as I mentioned on the last earnings call, our first small cascade facility in Germany comes operational this quarter and should further strengthen our offering to customers in Germany and suppliers in the wider region.
The market share gains we have made in our international business in 2017 are very exciting. Building on this momentum in 2018, we will continue to invest in the customer experience, advertising and our teams there to capture the sizable market opportunity we see in these regions over the long term. As you will hear from Michael, these continued investments will increase our adjusted EBITDA losses internationally, but as I noted earlier, now is the right time to make this investment. The customers are clearly responding.
In addition to the opening of our CastleGate warehouses in Canada and Germany, we plan to open further warehouses in Texas and New Jersey, enabling suppliers and customers to further benefit from the program as our business scales. At the end of 2017, we had approximately 7.5 million square feet of space in the US and Europe, across our CastleGate and WDN facilities. In 2018, we expect to add approximately 4 million square feet of space across our network.
We expect to add approximately 2 million square feet of this space in our CastleGate facilities in the US, approximately 1 million square feet to CastleGate internationally and approximately 1 million square feet to our WDN last mile delivery facilities as we continue with the rollout of that program. The proportion of our US small parcel revenue being shipped from the CastleGate network continue to grow in the second half of last year to approximately 19% in Q4, up from approximately 14% in Q2 of 2017 and we will be targeting further growth this year.
Turning to our delivery infrastructure, today, we're operating 20 of our own last mile delivery facilities in the United States, up from 15 at the end of Q3, 2017, with the addition of Cleveland, Tampa, Denver, Richmond and Hartford, giving us coverage of approximately 60% of US large parcel home deliveries. We're delighted with the improvement and customer satisfaction we're seeing in the markets where we have open WDN last mile facilities and we intend to open additional facilities this year.
We're continuing to take greater control of the WDN middle mile of the delivery process, reducing our reliance on third parties and enabling us over time to increase delivery speeds, lower damage and costs and improve customer satisfaction for more and more of our shoppers. Approximately 80% of the United States large parcel orders in December flowed through the Wayfair control middle mile network of consolidation centers across docks and line haul, up from approximately 70% in Q3.
These improvements across that WDN are enabling us to offer faster and more convenient customer deliveries, with, for example the average delivery time of a large parcel item in our US business, reduced by approximately 5 days over the course of 2017.
Finally, on logistics, I wanted to tell you about the inbound supply chain services we are in the early stages of offering our suppliers. As I've highlighted in prior earnings calls, taking greater control of the various stages of our supply chain and logistics is a core part of our strategy and our proposition to suppliers. The inbound supply chain logistics in our category can be costly and complex for our suppliers and as the scale of business has increased, we have become a better place to coordinate that process and create economies of scale that we can share with our suppliers and customers.
We've continued to grow the number of full containers received directly to our CastleGate network from factories overseas. At the end of 2017, over 65% of the inbound volume to our US warehouses was container direct, further reducing costs and complexity for our suppliers. Further upstream, we're piloting new services with suppliers, including freight breakup and edge. Last year, we also secured and NVOCC license to handle ocean containers on behalf of our suppliers, contracting directly with carriers rather than intermediaries and last month our first pilot shipment departed from China.
The benefits of this integration are sizable. First, we can take cost out of the supply chain, benefiting suppliers, customers and Wayfair. Secondly, it will improve our visibility of supply, helping us better plan the utilization of warehouse resources and enabling us to work more effectively with suppliers to optimize inventory replenishment. We can do this by sharing our deep understanding of customer demand with our suppliers, taking a much more strategic approach to inbound product planning than a third-party logistics company.
Finally, we believe that managing elements of the inbound process will appeal strongly to many of our suppliers, enabling them to spend more time on the core functions of their business. This operation is in its early days, but we are excited about its future potential.
I will now turn the call over to Steve.
Thanks, Niraj. The holiday period is the busiest time of year for our business and I wanted to tell you more about how our approach to technology enables us to be prepared for the volume we see in Q4. We are constantly innovating to make the shopping experience as engaging and convenient as possible for our customers. We have built a wide range of shopping tools on our sites and mobile apps to address the unique challenges of shopping online for home, allowing us to offer an experience that is at the forefront of e-commerce in our category.
Features such as idea boards, viewing room 3D and search with photo have enabled our customers to discover products they love on Wayfair and make informed purchase decisions in a way that historically has been challenging when shopping for the home online. When we launched new features like these or make smaller changes to our sites such as user interface changes, promotional events or backend performance improvements, we do so in such a way that we can track customer responses in real time and make rapid incremental changes to further optimize the experience. This test and learn approach has made it possible for us to constantly improve the experience on Wayfair, while we scale our operations at pace.
By constantly innovating across our site, we benefit from these improvements as early as possible and generate learnings in advance of periods of elevated demand, such as the holidays. During cyber five, our in-house ad tech platform sent over 100 million uniquely customized e-mails, directing customers to specific promotions throughout the weekend. Traffic peaks at approximately 1.6 million hits per second to our site, which is more than twice the peak traffic in 2016. We can successfully manage this growth in volume due to the continuous scaling and testing of our systems throughout the year.
Technology plays a key role in ensuring that we can offer customers prompt delivery of their orders, which we know is a key driver of their overall satisfaction and is particularly important for the holiday period. We have invested considerable resources in the technology that supports our supply chain logistics. As a result of our product range consisting of items dispatched directly from suppliers and a growing portion being shipped from our CastleGate warehouses, we need a technology solution that optimizes for this hybrid. The uniqueness of our model coupled with the low penetration of e-commerce in our category meant that the logistics software we needed did not exist in the market. We have therefore built systems to give customers an accurate estimate of delivery timing when they are considering buying an item from us and that can scale with the growth in our business.
In periods of elevated volume, it is critical that we maintain high visibility of factors that will influence the time taken to deliver an order to our customers’ home. Our technology plays a key role in that visibility and just as important is the collaborative approach we take with suppliers, working with them to ensure they provide the inventory data that is central to our planning and making sure that their products are available for our customers to buy.
In our business, every day is generally a little bigger than the day before and our goal is therefore to treat our larger holiday spikes as business as usual rather than a time to change our behavior dramatically. Our approach to technology is to build long-term solutions to the complexities in our business, many of which are specific to our category. This approach coupled with our pace of growth has enabled us to build a customer offering that is leading the way in e-commerce for the home and that can scale as we continue to increase our market penetration in the US and internationally.
I will now hand the call over to Michael to take you through the financials.
Thanks, Steve and good morning, everyone. I will now provide some highlights of the key financial information for the quarter with more detailed information available in our earnings release and in our investor presentation on our IR site. In Q4, our direct retail business increased 48% year-over-year to $1.419 billion, representing year-over-year dollar growth of $460 million, which as Niraj highlighted earlier was the largest increase in our history. Our total net revenue increased 46% year-over-year to $1.439 billion.
Our other business, which primarily includes revenue from our retail partners but also includes revenue from our small media business, decreased year-over-year as expected to $20 million as we continue to scale down our retail partner business. Our KPIs, which we report on a consolidated global basis, demonstrated continued strength in Q4, many at all-time highs. In addition to growth in active customers and revenue per active customers that Niraj highlighted earlier, purchase frequency as measured by LTM orders per active customer continued the growth we saw throughout 2017, reaching a new high of 1.77 in Q4.
Average order value was $229, which was lower than Q3, in line with the seasonal trend of lower ticket holiday items being purchased in Q4. Orders from repeat customers in Q4 grew year-over-year at more than twice the rate of orders from new customers.
Turning now to just our US business, our direct retail business increased to $1.228 billion in Q4, up 43% year-over-year. This represents year-over-year dollar growth in the quarter of $369 million in US direct retail revenue. Direct retail revenue from our international businesses in Canada, the UK and Germany, collectively increased to 192 million, up 91% versus Q4 last year. Our customer offering in international markets continues to strengthen and we are very pleased with the market share we're gaining and the momentum we take forward in to 2018.
I’ll share in the remaining financials on a non-GAAP basis, excluding the impact of equity-based compensation and related taxes, which totaled 22 million in Q4, 2017. For a reconciliation of GAAP to non-GAAP reporting, please refer to our earnings release on our IR site. Gross profit for the quarter, which is net of all product costs, delivery and fulfillment expenses, was 333 million or 23.1% of net revenue, consistent with our near-term expectation for gross margins in the 23% to 24% range.
In Q4, advertising spend was 166 million or 11.5% of net revenue. We are continuing to see great opportunities to invest advertising dollars and generate ROIs within the one year payback that is central to our approach. In Q1, we expect higher sequential add costs as a percentage of revenue as we generally lean on advertising early in the calendar year to take advantage of very attractive market pricing.
We anticipate ad spend as a percent of net revenue in Q1 to be slightly above or below last year's Q1 at 12.3% of net revenue. The effectiveness of our advertising spend is central to the success of our business and I want to briefly touch on our overall approach to investing ad dollars to ensure that it's fully understood. We take a highly analytic approach to how we invest ad dollars, measuring ROI on the spend across channels to achieve an overall payback period of approximately 12 months on a contribution margin basis.
With the majority of our ad dollars spent on digital channels and six years of data on customer behavior under the Wayfair brand, we are able to measure payback on an extremely granular basis. Our proprietary ad tech stack that we've brought in-house over the last four years is also a competitive advantage that allows us to leverage internal and external data to target customers efficiently. The ongoing improvement in the performance of our site has resulted in more and more opportunities for us to invest ad dollars, while staying within the same overall payback period on a contribution margin basis.
To be clear, we are spending more dollars because we believe we can spend those dollars at the same level of efficiency, not because we're lengthening the payback period or because we're seeing higher pricing in the online ad markets in which we participate. We will continue to invest behind these high ROI activities due to the long-term approach that Niraj highlighted at the start of the call and we feel good about the customers we are acquiring who will add incremental value over their lifetime.
Our non-GAAP merchandising, marketing and sales expense in operations technology and G&A expense are driven primarily by compensation costs. The distinction between the two expense categories can often be limited and we believe that the separation has become less meaningful as our business has continued to scale. Starting with this Q4, we combine these two expense groupings to form a single OpEx line called selling operations technology and G&A to provide a more straightforward view of our P&L.
In Q4, these two line items resulted in total OpEx of $161 million. As highlighted in our last call, we continue to ramp up hiring across our business, which is central to our three main investment areas of building our international capabilities, developing our proprietary logistics network and increasing penetration of categories in our total addressable market, where we have historically under indexed.
We added 861 net new employees in the fourth quarter for a total of 7751 employees as of December 31, 2017. Approximately 520 of these net new employees were in variable cost areas of our business, namely customer service and in our logistics operations and we expect to continue to build headcount in these areas as our business scales. Approximately 340 of the net new employees in Q4 were in OpEx, areas such as marketing, merchandising, operations and technology compared with approximately 300 net new employees added in those areas in Q3.
We expect to significantly increase our hiring in these OpEx areas in the first half of 2018 and Q1 hiring is at a pace well ahead of Q4’s 340. We're excited to be adding great people to our teams across the business. As we’ve said in recent earnings calls, with the ongoing build out of our CastleGate and WDN facilities, unutilized rent is forecast to continue to weigh on our P&L. In 2018, we expect this to be in the $5 million to $8 million range per quarter in OpEx across our global business, now including the impact of the unutilized rent in our international operations as well.
Adjusted EBITDA for the fourth quarter was negative $21 million or negative 1.5% of net revenue. Adjusted EBITDA for the US business in Q4 was positive $7 million in line with our expectations for the quarter. In our international business, adjusted EBITDA in Q4 was negative $28 million, which was in line with our expectations as we continue to invest behind the strength we are seeing in Canada, the UK and Germany.
Non-GAAP free cash flow for the quarter was $1 million, based on net cash from operating activities of $37 million and capital expenditures of $36 million. Historically, the timing of our sales in Q4 have enabled us to exit the quarter with a higher days payable balance. This year, due to the timing of some larger year end payments at the end of the quarter, our days payable came in toward the lower end of our historic range.
CapEx spending was 2.5% of net revenue in Q4, resulting in total 2017 CapEx of 3.1% of net revenue. We expect CapEx to run at approximately 4% of net revenue in Q1. We had $642 million of cash, cash equivalents and short and long-term investments as of December 31, 2017.
Before I turn to guidance, I want to mention two housekeeping points. As I highlighted over the last two quarters, we'll be refreshing our investor presentation materials for our next earnings call and will not provide the cohort slide on a quarterly basis going forward. As you can see from the cohort slide in this quarter's presentation, customer performance has remained highly consistent over long periods of time.
You will also see in our 8-K filing this morning that our Board recently authorized up to $200 million of Class A share repurchases though the actual timing, number and value of shares repurchased will be at the company's discretion. Based on the current state of market volatility, we believe it's prudent to have this authorization as a tool on the shelf. We intend to only use it opportunistically if warranted based on market conditions.
Now, let me outline our guidance for Q1, 2018. We forecast direct retail revenue of $1.315 billion to $1.345 billion, a growth rate of approximately 40% to 43% year-over-year and representing year-over-year direct retail dollar growth of approximately $400 million. Within that, we expect US direct retail year-over-year growth in the range of 34% to 37% and international direct retail year-over-year growth in the range of 85% to 95%.
As always, we are prudent when we set revenue guidance. We have an increasing comp versus last year, when our business accelerated in the end of the quarter in part driven by the timing of delayed tax refund payments last year. And our increasing scale, macro factors can impact our results and we are clearly in a period of market volatility that may impact consumer confidence.
To give transparency on current trending, as I've done previously, our direct retail gross revenue quarter to date has grown above 45% year-over-year, but given the increasing comp towards the end of the quarter that I referenced above, we are guiding to a lower level for the fourth quarter. Overall, our guidance for Q1 points to another strong quarter of growth on an increasingly large base and we continue to be extremely pleased with the market share we are gaining.
We forecast other revenue to be between $13 million and $17 million for total net revenue of approximately $1.33 billion to $1.36 billion for the first quarter. We are continuing to make the investments that have driven our growth to date and that we believe will be instrumental to our success over the longer term, both in the US and internationally. As Niraj mentioned, throughout our company’s 16-year history, we have always invested in a way that best serves our customers over the long term and we do not attempt to match spending in a particular quarter with revenue in that quarter.
We are seeing good responses from customers in our international business and are adding resources in ad spend there that will increase our near term losses. We are also adding to the team and continuing to make high ROI long-term investments, like our logistics operations in the US business. And as I mentioned earlier, OpEx hiring is running at a much higher pace in Q1. Combined with the typical seasonal higher ad spend, we anticipate that the US business may come in under breakeven EBITDA in Q1. We continue to expect that the US business, which has been EBITDA profitable for the last five quarters will remain in that trajectory, so we won't slow or attempt to time our investments to make this happen in any particular quarter.
For consolidated adjusted EBITDA, we forecast margins of negative 3.9% to negative 4.2% for Q1, 2018. These losses are primarily driven by our international business with negative EBITDA in the range of $40 million to $45 million. The US business with its seasonally higher ad spend in Q1 continue to ramp in OpEx hiring, we expect will come in between breakeven and a negative 1% adjusted EBITDA margin.
For modeling purposes, for Q1, 2018, please assume equity based compensation and related tax expense of 24 million to 26 million, average weighted shares outstanding of 88.5 million and depreciation and amortization of $26 million to $28 million.
Now, let me turn the call over to Niraj before we take your questions.
Thanks, Michael. 2017 was a great year for Wayfair and we're delighted to have started 2018 with strong momentum across our business. This time last year, Steve and I wrote an annual shareholder letter that reflected on the progress of the business and our objectives for the future. This year, when we thought about writing the shareholder letter, we looked at last year’s and not surprisingly, the themes remain the same.
Our focus remains unchanged, the long term success of our business rests on our ability to continue and delight and serve our customers. And we take a long term view in investing in our business to do just that. Instead of writing another formal letter, Steve and I decided the better way to give investors insight into our thinking would be to share an email that I sent to employees just last month.
In it, I highlighted the progress we made in 2017 and the competitive advantages we have built that put us in a great position to keep winning in our category. You can find this email on our Investor website. Steve and I are very proud of what our team of over 7,000 employees is achieving and the response we're seeing from our customers and we're excited by the opportunity we're capturing in the US and internationally.
With that, I'll now turn the call over to the operator so that we can take some of your questions.
[Operator Instructions] And our first question comes from the line of Peter Keith with Piper Jaffray.
Congrats on a nice revenue quarter. I want to just ask a little bit about the profitability, maybe looking specifically at the US segment. So you showed very nice EBITDA margin improvement year-on-year every quarter in the US Q1 to Q3 and Q4 took a little bit of a step back. I was curious if there was a seasonal aspect to Q4 that may have put a little downward pressure or if it's more around some of the continued investments that you're making to drive the future growth.
Hey, Peter. Thanks. It’s Niraj. Yes. So, I guess a few thoughts. One, I think year-over-year, obviously, it matters for certain seasonal trends and things like that, but it also, with the way in which we're growing, the way in which we're certainly trying to take an aggressive posture around being the customer's favorite destination to effectively be the big market share winner. So year-over-year at the rate of growth we have doesn't always give you as much insight as sequentially. So you kind of need to look at both. And so, what I'd tell you, in Q4, one is, gross margin had been coming in a little high prior to that and we’ve been saying 23 to 24. Q4 came in in that range. Q4 is typically a little lower than other quarters. But sequentially that's a delta that would be a piece of it.
The second is, we’ve talked a lot about these three major investment areas; logistics, the international business and really fully penetrating the TAM. And so our focus hasn't changed. The economic return we’re seeing from all of the things we're doing is actually incredibly high, but we are continuing to build out those teams. And so from a headcount, from an OpEx standpoint, that’s something else that is ramping and so again you got to think about that sequentially, because we effectively hire people, right, they join payroll, the economic return while very fast is not immediate. So, you got to go out a couple, a few quarters for that so on and so forth. And so we have a period of slower hiring. The next few quarters have the slower benefits, but they have the lower payroll, right, and then they have a period of higher hiring, payroll starts to increase, but the benefits are out a couple of few quarters, whatever way you want to think about it.
So I think that's really the dynamic more than anything else and so we don't worry about a particular quarter in and of itself. We don't really worry about the year-over-year compare as much as we worry about sort of the strategy and are we playing for the right long-term win and are we being highly quantitative in how we're doing it, measuring the return, making sure that each dollar we spend is getting the return that we're being very thoughtful.
And maybe just to piggyback on that, not looking at quarter, but looking at a full year basis, you did show very nice EBITDA margin improvement on a full year basis of about 100 basis points. I know you don't like to look at too far with guidance, but what would be the puts and takes as we look out to ’18 that could either put pressure on that expansion or perhaps allow further expansion, greater than 100 basis points for the full year?
Let me just share a couple of thoughts and let Michael comment, because he really discusses the guidance portion. At a high level, what I would tell you, what Michael said in the script in the comments a few minutes ago was that if you think about when we went public to now, right, so it’s only about 3.5 years, we've over tripled in size and but the business has changed fairly dramatically. We have a much stronger brand now. We have this asset based logistics. We have significantly larger team or much larger customer base with better repeat economics.
So, very positive things, right. So if you think about the US going forward, I think Michael made some comments about how we've had five quarters of profitability. And if you look forward over the next X quarters, we don't foresee that really changing and that in a given quarter, it may or may not be profitable, but that trajectory, because of the amount of growth and the fact that we protected the unit economics, the flow through is sufficiently large that despite having a very growth oriented posture and being willing to invest into our team and a customer acquisition, despite all that, effectively get flow through, right, so that drives the profitability.
So when you look forward, you said, a year is a question for arbitrary quarters, right, but so when you -- so year-over-year on a year, still the same kind of argument I would make, but when you look forward, I think what you're going to see is the business continues to grow the way we would expect, you would have a lot of flow through and in general, you're going to see some of that flow through.
That said, we're not afraid to spend money where it makes sense and we're in a midst of ramping up a bunch of these teams, headcount, where we're seeing really great returns and there's a lot we want to do and one of the questions I sort of anticipate someone may ask later might be about transportation and trucking. So that's become a talk in the retail industry. We’re two years in to building out asset based logistics that frankly led us take control transportation costs in a way that our competitors can't. So, there's a lot of things we're doing that we're going to continue to drive and so there's no magic number of basis points we're looking for year-over-year versus the long term.
But Michael, do you have any specific guidance thoughts?
No. The only thing I might add to that is that, Niraj mentioned the OpEx side and how we’re thinking about the US business in terms of profitability, I might add that on the international business, we continue to see that business gaining traction with customers and because of that, we continue to be more than comfortable making increased investments there, those investments are coming in the form of people as well as growing a business that's got a lower gross margin and higher ad cost. And increasing the ad spend in those businesses as we start to see the flywheel turning with our customers.
Your next question comes from the line of John Blackledge with Cowen.
Just a couple of questions. First, maybe for Niraj. How are the investments in fulfilment and logistics driving conversion rates and you just kind of alluded in your last reply, how do you kind of view the investments in fulfilment and logistics as a competitive advantage over the longer term? And then just a question on international expansion, just wondering if you're contemplating any new markets in 2018?
So first, let me talk about the logistics piece. So, the fulfilment and logistics, so we started ramping that about two years ago. So we tested in 2015, we were happy with the results we saw from the customer, sort of excitement around fast delivery, the two day delivery promised as well as on the large parcel, the WDN, the home delivery experience. And so what we then started doing in ’16 was ramping it. So, we have over 7 million square feet of warehouse, now, you still have small parcel numbers, approaching 20%. You saw that we have 20 large parcel home delivery operations that’s approaching 60% of the US. And you that continuing to move forward.
I think what may not be as well understood, when we talk about the benefits of logistics, we tend to focus on the customer benefit and the customer benefits are really important to highlight because we try to make everything we do logically driven by what customers ideally would like and then we track, how to achieve it in an economically rational way that works for us and for the customer. And logistics is one which enables the customer to get faster delivery, more convenient delivery, more transparent delivery.
So a lot of positive things. But embedded in that are two other big advantages for us. One, I guess, three. One is that, it can reduce our transportation costs, because we can make the whole value chain of where our suppliers are making the goods, a lot of which are imported from Asia all on the way to where the customer is getting delivery. We can make that chain much more efficient and any efficiency reduces in results in less moves, less mileage so on and so forth. So that's a cost savings that we benefit from our suppliers, our customers’ benefit from.
The second thing is our goods. We have large classes of goods that are prone to damage. And so when apparel people talk about returns, and our people talk about damage and so when you can handle the goods yourself and minimize touches, you can significantly affect damage, which is a hidden cost in our business and we have great customer service. We always take care of our customers if something goes wrong, but frankly reducing damage is really highly economically attractive and obviously very attractive to everyone involved, right. So that's the second big benefit.
And the third is the more integrated we get with our suppliers on the flow of goods into our network from their network, the more we can actually make sure that we can stay in stock, prevent out of stocks, keep the inventory turning in a very rational way, even though, we're not taking the balance sheet risk, there's real attractive economics for the supplier, the more that they see that they can grow their volume and match the turns and do it an efficient way and we now have a warehouse footprint, and all kinds of transportation services that basically enabled us. So there's a really high return when you think about all these different things, the customer value proposition though has not changed in terms of customers love the fast delivery. So we see significant conversion increases there.
We've seen significant MPS lifts when we do look backs. We see significant CLD increases. So, the customers love it and then we have all these cost and efficiency and quality benefits. And so the competitive advantage comes out of the aggregate of all those, which is quite large and we still think there's a lot of nuance we can add to that that's basically putting us in a stronger and stronger position versus our competitors who are either relying on third parties for these transportation services or effectively doing it in a kind of a fixed way without evolving them, certainly not building the proprietary technology, to power things with the customer day of delivery, experience and things like that.
To your second question just on international, to touch on it really quickly, right now, we're really focused on Canada, the UK, and Germany and so right now, there's nothing else really to talk about other than they're progressing really nicely and we're really -- each one individually is progressing quite nicely.
Your next question comes from the line of Seth Basham with Wedbush Securities.
My first question is about flow through. Niraj, you talked about being able to get flow through on incremental contribution margin as you grow that base of customers. In the fourth quarter, you beat your revenue guidance handily, the flow through and the incremental revenue upside looked kind of soft. I'm just wondering about your philosophy here. Do you plan on continuing to spend that contribution margin upside or will we see a drop to bottom line at some point soon?
Yes. So we don't actually think about it as suspending the flow through. We decide what we're going to spend without necessarily deciding what the revenue number is, right. So we decide, in other words, if we're looking at building up a team on an initiative, like I say our transportation a few minutes ago, right, so we're talking about building the inbound ocean freight operation or the drage operation or we're going to do in consolidation brokerage or if I talk about the WDN rollouts, some new models we want to test there. We decide if we think that’s sensible, we find a way to test and if it's good, and it shows good customer benefits, good economics, we’ll scale it up and we'll do that sort of regardless of what revenue in a given quarter is going to be.
Right. So that's just the headcount growth. The advertising and advertising growth is driven by again customer economics around paybacks. And so if a team on the advertising side and channel figures out a breakthrough that let’s just acquire a bunch more customers very economically, they can go do that and we're very excited about that. So, those are the cost sides, right. And then separately, this all should have impacts on customers. Now, the customer impacts are not linear day in, day out, one to one. So there's lags and different investments and so on and so forth. But then those customers create revenue and repeat revenue and we make sure that we protect the unit economics. So we get the contribution margin.
And then you add those together, but when it's not decided, tied to the other. And so that's why I also say we don't care about a given quarter, because if you start talking about a given quarter, you start making short term decisions and you basically find the companies who make short-term decisions are the ones that end up basically losing to those that basically focus on customers and make good long term decisions. That's what we believe. Now, we're very economically practical and quantitatively prudent. So we're not going to make -- we're not going to chase growth, but within the confines of these very conservative payback frameworks and very high ROI frameworks, we absolutely will pursue those opportunities.
Perhaps another way of asking the question then, looking at the fourth quarter results, where there are specific cost areas that ran higher than you planned when you provided guidance for EBITDA margins for the quarter.
So I don't think it's necessarily that there were sort of specific areas that ran higher than when we created guidance a quarter ago, the areas I’d point to are one, we've talked about gross margin for several quarters now as something that we expect to run in that 23% to 24% range in part because of what Niraj was talking about earlier, the increased investments we've made over the last couple of years and the logistics build out, now that it's built out, we’re not yet running that network at efficiency and so we've always said those costs are going to increase before they come back down to below their baseline level and we're clearly in that period now and you'll see that in the delivery cost details.
And then I think the other piece which I tried to note on the call is that we are -- we have continued to sort of ramp hiring. I think that went well in Q4. It's really ramped up in Q1 and so when we crafted our guidance for Q1, I mean that's a perfect example of an area of, hey, we entered 2018 with a very clear plan of here all the teams who want to staff, so we think are the highest ROI initiatives. We've got the recruiting team going after that, if they can fill those folks faster, sooner, better, we want them to. If that means that I'm going to end up with more OpEx cost in Q1 than I otherwise would have, which pushes the US business as an example into an EBITDA negative position for a quarter, we’re quite comfortable with that. And then, digest those folks and they'll be doing good work and generate the things that generate more customers and more revenue.
My follow-up question is just around activated customers. The year-over-year growth rate in activated customers slowed in the last two quarters and the number of activated customers actually declined about 17% year-over-year in the fourth quarter by my calculation. Is that a trend that we should expect to see continually, is that a matter of law of large numbers or how do you think about growing the customer file going forward?
At a high level – I’ll let Michael comment on some of the derivative analytics from our numbers, but at a high level, I’d say we continue to acquire customers at a good pace. The brand recognition we have in the markets we're in continues to grow really nicely. The active customer count being at 11 million, growing nicely and then the behavior of those customers, the repeat and repeat spend, we're quite happy with it. I'm not exactly sure what number you see declining, maybe I’ll let Michael comment.
Yeah. So I noted on the active customer number, I think the way we – you have to think about this and we talked about this sort of last several quarters right, we now have a very large base of repeating customers, right. So even though, it's a much lower percentage of net revenue, we spend a substantial amount of our ad dollars against repeat customers and trying to unlock, right, the most efficient way to get that customer to come back again and again and again as a sort of key focus for the marketing teams. We continue to go out and spend ad dollars within our one year payback framework, which I talked about in the prepared remarks and which we've talked about every quarter and continue to see really good efficient use of that and we're under our one year paybacks and we'll keep doing that.
So I think there's a little bit of our law of large numbers, there is a little bit of where we're placing that spend and then the other piece that I always know when people look at the specifics of a quarter or a couple of quarters is, our ad spend that we talk about it in a way as if it's sort of like happens in a quarter and the customer shows up in a quarter, that's not the way it works in reality, right, we're often running ads better a display ad that gets a customer to click in, that gets the customer to come to the site but we know that the best customers we can get are top, top, top of funnel, the folks who are just beginning their search for a product. And so oftentimes the ad dollars we’re spending generate a customer in the next quarter or the next quarter. So I think it's a balance of all of those things, but I think we feel extremely good about the customer growth, both on the new side and driving incremental purchases from repeat customers.
Your next question comes from the line of Oliver Wintermantel with [indiscernible].
I had a question regarding the network build out. So after you guys build out and I think you said 4 million square feet this year, can you maybe tell us where you think you are in the build out of that, I don’t know if you want to put an innings or where do you think you want to be in the build out there?
It’s Niraj. So two thoughts there, which I think hopefully will help answer your question. So one is, a lot of the initial build out is the ramp from effectively zero of our volume going through our network to X percent of our volume going to our network, right. And so you have to build the network fairly quickly because your penetration rises and so the amount of just growth is significant. And so we’ve given you different numbers, we have the percentage of home deliveries going to the home delivery network of close to 60 and the percent going to the middle mile and you got the percent of small parcels coming on the way. It is always different penetration number.
So I’m wanting and willing for that to continue to grow. But then the second growth is assuming the penetration doesn't grow, just what's our rate of our business growing. And so just as the business grows at X rate, which last year was 40%, if you didn't add any penetration but you want to hold penetration in theory, just linear math, you need 40%, may not technically be exactly true, but you understand the concept. And so, you're going to end up with build out sort of for that reason alone, the 4 million square feet on top of the network we have right now is not a huge amount when you factor our growth rate into account. In addition to the fact that we have penetration goals.
And the reason that's not a huge amount is that we do have unutilized space right now, which we have talked about and we have a new life space because there is a network footprint we wanted to build out. So just having one warehouse and it being full doesn't really allow us to strategically achieve our objectives. So we needed to build out different locations, which will then achieve our objectives, but then you have unutilized space, which we consider fine, consider that part of the investment, but then as we ramp, we can start to utilize it, which makes the unutilized go down, but then you need to grow the network as you grow penetration, as you grow just your overall growth.
And so you’re kind of seeing that number be lower this year, but then if you try to forecast past this year, a lot of that comes down to what amount of penetration growth do you want and what amount of growth you have in general and those really drive that number, because you're kind of through the unutilized being a big portion.
I think the, first of all, it’s good to have you back. I think the metaphor of sort of what inning is hard. The way I think about is like that we've built the foundation and the first floor right now as we grow, we're going to add to it. But building that foundation of first floor, you've got -- that is a very particular footprint and it has to be done a certain way in order to support the future and so I think we've done that. So, an example might be that we now talked about having a lot of our product coming in a CastleGate container direct.
That container direct comes into two ports on the coast, right mostly So that's the place where you've got increased volume you're going to add to those boxes and you're going to need more space there, where we may have put 1 million square foot footprint building somewhere else in the network, right, that isn’t yet at full utilization, even though the ports you're going to need more space. And so it's not a perfect, no metaphor is perfect, but it's not like I built the best foundation, I have built one floor, one floor, one floor, there's pieces to it as we build out.
And just a very quick follow-up here, the buybacks comes probably at a surprising time in your operations here. Could you just maybe give us a few points on why you do a buyback now?
Yeah. I think it's just -- this is just -- we think this is just prudent right. It just feels to us like, feels to me like we're entering a period of increased market volatility. I think in a period of increased market volatility, having something on the shelf that the board has authorized so that if the company decided it wanted to take advantage of dislocations in the market, it could do so. It seems like a prudent thing to do. There's a complex process to sort of make sure you're ready and it's on the shelf and so that's what we've done, but I don't think people should read more into it than that.
And our last question comes from the line of Michael Graham with Canaccord.
Just one on international margins. Michael, ever since at least Q1 ’16, the trend has been gradually improving. I'm just wondering if you think as we get through this year that each quarter, would you expect international margins to keep improving and any high level thoughts on how many years it might take to get positive there and then Niraj, I just wanted to ask on your email, you mentioned that some things take longer, I imagine, you are referring to the international business and I just wonder if you could put another layer of depth like what about the international business, might have taken longer than you originally planned. Is it customer acquisition? Is it merchandising or whatever it might be just to give us a little more color on that would be helpful?
Yeah. I’ll start on the margins side. I think we’ve talked about in the past couple of quarters that we have made some progress in the international business on gross margin. It still runs well below the US business. I think we're in a place where we're seeing the combination of site experience, broad selection and supplier uptake sort of set the level of margins that we feel work near term, such that we can continue to sort of ramp up ad spend and people there to sort of build that business plus the greater losses in that business that we've guided to and so I think we're sort of at the right place there.
Now the way our business works is as we unlock more scale, we unlock more margin, right. We become a more important volume buyer from our suppliers and we get flow through on the logistics side, all of the pieces that sort of work well on a scale perspective. And so I think as we continue to ramp those businesses, we should be able to unlock more gross margin there, but we're sort of presuming at this point that we're going to run at the gross margin levels that we're at right now in the international business as we -- and then as we have unlock scale, we’ll add to that.
Mike, on your question about the email, it’s just, so you know, obviously certain things take longer than others. On your question on international and obviously that's one of the things I would agree takes longer. If you think about it, you effectively need to build everything that we've built in the US where we’re 16 years old. And so even though we didn't have a brand for the first decade, we’ve built a lot of supplier relationships, a big product catalog, we had a transportation logistics infrastructure, a customer service infrastructure and we had a lot of things intact.
And then we augmented them with more digital merchandising, more, the brand building. When you open up in a new geography, so Canada has a benefit, because it rides off a lot of that US infrastructure, but Europe for example, you're building supplier relationships from scratch. You’re building the product catalog from scratch, you’re building the transportation infrastructure from scratch. And so there's just a lot more you need to do and while you can hire a bigger team and do more in parallel, which is part of what we're doing, it’s still a lot more.
So it still takes longer and I think it's kind of almost that simple and customer acquisition, things like that are, they're not a primary activity, they’re secondary activity. So until your customer offer is strong, you really aren’t in a position to go out and acquire customers and what the customer offers, well, customer offers based on selection and transportations, speed of delivery and customer service. And so it's really that first order that I'd say is where the time is really consumed.
Thanks, everybody. We appreciate your time and thanks for calling in. Take care.
This concludes today's conference call. You may now disconnect.