Thank you. Welcome to Upwork's discussion of its fourth quarter and full year 2022 financial results. Leading the discussion today are Hayden Brown, Upwork's President and Chief Executive Officer. Following management's prepared remarks, we'll be happy to take your questions. But first, I'll review the Safe Harbor statement. During this call, we may make statements related to our business that are forward-looking statements under federal securities laws. These statements are not guarantees of future performance, but rather are subject to a variety of risks, uncertainties, and assumptions. Our actual results could differ materially from expectations reflected in any forward-looking statements. In addition, any statements regarding the current and future impacts of Russia's invasion of Ukraine and our decision to suspend business operations in Russia and Belarus and the COVID-19 pandemic on our business in current and future impacts of actions we have taken in response to Russia's invasion of Ukraine and the COVID-19 pandemic, our forward-looking statements and related to matters that are beyond our control and changing rapidly. For discussion of material risks and other important factors that could affect our actual results, please refer to our SEC filings available on the SEC website and on our Investor Relations website as well as the risks and other important factors discussed in today's shareholder letter. Additional information will also be set forth in our Annual Report on Form 10-K for the year ending December 31, 2022 when filed.

In addition, reference will be made to non-GAAP financial measures. Information regarding reconciliation of non-GAAP to GAAP measures can be found in the shareholder letter that was issued this afternoon on our Investor Relations website at investors.upwork.com. As always, unless otherwise noted, reported figures are rounded and comparisons of the fourth quarter of 2022 are to the fourth quarter of 2021, and comparisons to the full year of 2022 are to the full year of 2021. All measures are GAAP unless cited as non-GAAP.

Now, I'll turn the call over to Hayden.

Hayden Brown - President and Chief Executive Officer

Thanks, Evan, and thank you, all, for joining us today for our fourth quarter 2022 earnings call. In 2022, in the face of a dynamic environment, we made meaningful progress in executing on our strategy to innovate, evangelize, and scale our work marketplace. We delivered innovative new products and features, including Project Catalog consultations and project peers, Upwork Academy and our new Client Marketplace plan for client pricing. We continued strengthening our enterprise suite and our investment in brand marketing delivered measurable results. Through these innovations and investments, we made it easier and more productive for clients and talent to connect and manage their work and relationship on Upwork. For the full year 2022, GSV grew 16% year-over-year to reach $4.1 billion and revenue grew 23% year-over-year to reach $618 million. Our full-year adjusted EBITDA came in at negative $4 million.

In the fourth quarter of 2022, GSV grew 5% year-over-year to once again exceed $1 billion. And revenue grew 18% year-over-year to reach $161.4 million. Fourth quarter adjusted EBITDA reached $1.1 million. The fourth quarter demonstrated a continuation of the macroeconomic trends that we saw in the third quarter. We observed corporate caution during budgeting and planning cycle, leading to softer client acquisition and retention trends across our customer base. This behavior is consistent with our experience in past uncertain macroeconomic environments in which we have typically seen companies moving through a sequence of phases. In the first phase, companies will reduce their costs and freeze hiring budgets as they grapple with uncertainty or the onset of macroeconomic weakness. This is when we may see a headwind from customers reducing overall budgets. As they move into the second phase, companies realign their cost structures in a more efficient manner and start to redeploy resources to solutions such as Upwork, where they're confident they can deliver the best returns. This is when we have typically shifted from being a headwind to a tailwind. In the final phase, as the economy shows definitive signs of improvement, companies ramp up budget and seek to aggressively hire, characteristically turning to our solution more than others because of the speed and flexibility we offer. This is when our momentum gathers further.

Today, we see many of our customers are in the first phase, realigning their budgets with some moving into the second phase. Although this dynamic is creating near-term headwinds in our numbers, we have our eyes on the opportunity ahead of us. We're taking proactive steps to position Upwork for the full benefit the second and third phase we can offer as we provide companies with rapid access to cost-effective, highly-skilled global talent and flexible solutions to meet their workforce needs. To capture the opportunity ahead of us, we continue to innovate to advance Upwork's evolution from the largest global freelance marketplace to the world's work marketplace.

Earlier this week, we announced our end-to-end solution for full-time hiring. This is the next step in the journey we started in 2021 to expand our offerings to support all the ways our customers want to work on Upwork. With this launch, we are bringing to bear more than 20 years of worker classification expertise as well as existing and new technology solutions to enable our customers not only to form the trusted long-term working relationship that Upwork is known for, but to do so via a complete set of full-time hiring solutions now available to all our customers, enterprise clients, and marketplace clients alike. This strategic expansion affords both clients and talent further flexibility and choice in how they work together and delivers a first-of-its-kind end-to-end solution that enables businesses to easily, quickly, and cost-effectively find that hire and pay talent who are interested in full-time work from all around the world and offering more than 10,000 skills. Addressing global full-time work is a natural extension of our existing work marketplace and supports both our mission and the natural progression of work behaviors we see on Upwork today.

Embarking on a brand awareness campaign to introduce ourselves to the many companies and hiring managers who have not been previously aware of Upwork has been an ongoing priority. Our goal has been to raise unaided awareness across a broad audience and ensure the company's and higher managers understand our compelling value proposition. As companies are increasingly scrutinizing their internal resources and costs, we believe now is the right time to educate them about our solutions. We are pleased with the results thus far. With our This Is How We Work Now campaign which we launched in September of 2022, we are seeing greater progress, increasing brand awareness than we expected. Since the September launch of our new campaign, unaided awareness has grown more than 30% with unaided awareness among large businesses, which represent the biggest segment in our TAM growing by more than 140%. From the third quarter to the fourth quarter of 2022, ad recall, which measures the impact of brand campaign messaging on our chosen target audience, grew 45% among large businesses and we saw a 58% growth in top-of-mind awareness, which is a measurement on being the first brand mentioned in a category.

Looking at the year ahead, we also recognize the macroeconomic climate has changed rapidly and we are moving to reduce our brand working media spend by approximately 12% in 2023 compared to 2022. Given the strong focus on measurability and testing that we have deployed to date, we are able to make this reduction in costs while still driving the outcomes we are seeking with our investment and campaigns in 2023, targeting significant continued growth in unaided awareness, as well as delivering insight into how this investment impacts our downstream metrics and overall marketing efficiency as our campaigns evolve and our datasets mature. This approach is tailored to achieve our customer and business impacting goals while giving us more room to respond to new macroeconomic realities and continue to make strongly data-informed decisions about this investment area in the future.

In our enterprise business, revenue grew 22% year-over-year. We continued to make progress in ramping our sales force and educating our prospects and customers on the new features and enhancements we launched in the year, including flexible approval workflows, talent performance reports, and user activity reports. In the fourth quarter, we signed 26 new enterprise clients as we saw the average length of the sales cycle extend by nearly 20% as corporations made changes to and delayed their budgeting and approval processes. In the fourth quarter, this also resulted in an unprecedented increase in customers pushing their late-stage deals into 2023 as they worked through these changes. Our new enterprise clients included high-quality companies like HTC, JLL, Maco, Lucid Motors, and Sweetwater Sound who have turned to Upwork to help them solve their workforce needs in this evolving work environment. The decision of these leading companies to source talent through Upwork is a testament to the real value we bring through both the quality of talent on Upwork as well as the ease of use and cost efficiency we provide. We are making strong progress addressing the internal enterprise sales operational growing pains we experienced last quarter. Our efforts to close the gap on them has started to fuel improvement in top-of-the-funnel activity late in the fourth quarter and we expect to see our sales rep productivity normalize as we move into 2023. Barring further deterioration of the macroeconomic environment, even with the elongated sales cycles we have experienced recently, we expect to be back on track with our land team at full productivity and performance by the third quarter of 2023. We see a clear path to re-accelerate our momentum in enterprise and believe the enterprise opportunity remains as attractive as ever for Upwork.

In 2023, we are proceeding in a balanced and nimble manner and focusing on the things that we can control while being ready to make the most of any opportunities that may arise. For example, in December, we made a significant change to our organizational structure, moving from a purely functional to a business unit composition. With this new organizational framework, we have been able to strategically reallocate resources from a broader, more fragmented portfolio of investments that at times represented incremental opportunities to a more concentrated set of resources in all of our key business unit areas, each helmed by a leader laser-focused on delivering customer and business outcomes with attractive growth and return opportunities. As a result, we have set ourselves up for the future with increased efficiency, agility, and accountability throughout the organization. We remain committed to achieving our goal of adjusted EBITDA profitability in 2023 and aim to increase our adjusted EBITDA margin by a few hundred basis points per year as we progress toward our previously communicated long-term target of an adjusted EBITDA margin of 30% to 35%. A critical part of our strategy is to remain disciplined with regards to our cost management. And we are focused on increasing our operating leverage, targeting 2023 revenue growth in excess of operating expense growth. We are entering 2023 on offense, ready to capture the opportunity ahead of us. With our leading cost-effective solutions, we are uniquely positioned to meet customers where they are and benefit as customers learn about and turn to Upwork for their full range of talent and work needs. We remain steadfast in our long-term vision, and we'll continue to innovate, evangelize, and scale Upwork as the world's work marketplace in 2023 and beyond.

We will now open the call to your questions.

Question & Answers

Operator

[Operator Instructions] We ask that you please limit yourself to one question and one follow-up and return to the queue. Our first question comes from the line of Matt Farrell of Piper Sandler. Your question, please, Matt.

Matt Farrell - Piper Sandler - Analyst

Thanks, guys. You mentioned that many customers are still kind of in the first phase of the macro planning process, but some are moving into the second phase. Maybe just help us understand how you're thinking about that transition to each phase as we move throughout the year and what is embedded in guidance from a transition perspective? And is there anything that Upwork can do to push customers from one phase to another amid the uncertain macro? Thanks.

Hayden Brown - President and Chief Executive Officer

Sure. Let me frame first how we formulate our guidance, Matt, which I think will help answer those questions. So, we did see a softening of certain acquisition and retention trends in the back half of last year. And that informs how we thought about this year as we've seen customers coming out of the gate in some cases, slower than we would see in a normal year and in line with the trends we saw in the back half of last year. So, that is really informing how we're thinking about the year ahead and have baked into our guidance the trends that we are seeing in the business right now. And our view is for the customers that a lot of them in Q4 and coming into Q1 have really been reevaluating budgets, looking at their spend levels kind of based on the macro uncertainty ahead and that showed up with things like elongated deals and things being pushed for some customers from Q4 to Q1. In terms of transitioning to the second phase, we do see some customers leaning into the solution with Upwork more heavily, but this is still outweighed by, I think, some of the headwinds that we've seen from that first phase for some customers. And so, we're really doing what we can do to control as you asked about the outcomes here by doing a few things. One is we've addressed the issues on the sales side that were holding us back at the end of last year in the top of the funnel and it's going to take a little time for those to flow through, but that work has already happened. The second thing is we're focusing our attention the sales team on the accounts that have the highest probability of spend and expansion, which we are doing actively and evaluate constantly where to spend time and effort. And then overall, our sales and marketing activity at this moment is really laser-focused on spreading the message around Upwork's benefit and value proposition at a time when our cost-savings options, the agility that we offer customers, those aspects are still resident in the landscape. And that's one of the reasons we are continuing to invest in our brand marketing this year because this is something that most of our target market just doesn't know if they can get from Upwork. So, all of those things help connect customers into what Upwork can offer and get them out from phase one of being a little scared of the environment to phase two, seeing how Upwork can be the solution in this environment.

Matt Farrell - Piper Sandler - Analyst

And maybe a follow-up on your announcement earlier this week, moving into the full-time hiring. It makes a lot of sense based on your mission. What has been the initial feedback from both buyers and talent? And how should we think about this expansion impacting 2023 from a financial perspective? Thanks.

Hayden Brown - President and Chief Executive Officer

This is something we've gotten really positive reception from customers around. And as we mentioned earlier, we've seen, I think, in our release, you mentioned that we've seen over 2 million talents already raise their hands to say they want to be part of this contract to hire option and they're interested in those types of work opportunities. We've also seen really strong demand on the client side with over 40,000 jobs posted year-to-date since we've been opening up this option progressively to customers. So, already, the reception has been really positive. I think customers see this as something they've been either trying to do with Upwork for quite some time or in the case of some of our larger customers, they have been doing this. And so, this is something that is in a way familiar and a natural extension of the places where we play with customers, because they do come to us for these longer-term projects and relationships that do progress to needing at times to be converted into payrolls and FTE type relationships.

In terms of the impact of that offering for 2023, we really - it's early days in terms of what that will look like in our numbers. And so, I'd say, our outlook for this year is really based on things that we know about today in the existing business, more than specific upside that we would expect from that offering. I think we've seen in the past that new offerings get a strong reception, but it does take time for those to flow through to our numbers. And that may well be the case here as well.

Operator

Thank you. Our next question comes from the line of Andrew Boone of JMP Securities. Your question, please, Andrew.

Andrew Boone - JMP Securities - Analyst

Great. Thanks so much for taking my question. Hayden, I want to go back to full-time hiring. As you think about a more complete offering just with product catalog with full-time hiring with the core marketplace, can you talk about just how we think about this as an on-ramp for more clients versus just additional cross-sells and upsells into existing clients? How do we think about that? And then just as a tag-along with that exact thought, can you just run through the net adds in the quarter? This is kind of the second quarter and understood the softness that is taking place across macro. But is there anything else you can help us think about as we think about net-adds for 2023? Thanks so much.

Hayden Brown - President and Chief Executive Officer

Sure, Andrew. In terms of the full-time offering, I'd say this is definitely just the next step in us delivering on the vision we shared a couple of years ago around really becoming the world's work marketplace and giving clients all of the ways that they want to hire and talent all of the ways that they want to work. And so, you're absolutely right that we have opportunities both to essentially cross-sell our existing client-talent base into this offering as well as market this to new customers who might not have considered Upwork before because we didn't have this as something that we were going and putting in front of them at the outset as part of our acquisition strategy. I'd say our focus for the near term is really around the former - the first opportunity, which is around existing customers, more than going out and building new channels with new customers just because we think there's such a rich opportunity to leverage what this can do for existing customers that are already in our marketplace. But certainly, we have our eyes on both of those things and we'll be moving on both of those opportunities when the time is right.

In terms of the net adds for the quarter, certainly there's some - a couple of things impacting those metrics. We've seen a few headwinds in acquisition last year, particularly in the performance marketing area of the business. The other channels actually performed really well but that one was softer than we would have seen, largely due to issues around just what was available to us in that environment. And we've been moving to really realign some aspects of our performance marketing strategy, knowing what we know now that we didn't know at the back half of last year. The other factors around active clients have really been just lapping issues around larger cohorts that were very strong from tailwinds that we had in previous quarters. And now that's kind of flowing through the business as we've had some smaller acquisition customer cohorts more recently, meaning that in aggregate, there's a larger base of eligible customers to churn. And as you know, this is a trailing 12 month metric. So, those are some of the key things I'd highlight on there. We are lapping just more challenging comps there. But we will be focused this year on both new client acquisition as well as getting existing customers to be even more successful with things like the full-time offering we talked about.

Andrew Boone - JMP Securities - Analyst

Great. Thank you so much.

Operator

Thank you. Our next question comes from the line of Ron Josey of Citi. Your line is open, Ron.

Ron Josey - Citi - Analyst

Great. Thanks for taking the question. Hayden, I wanted to ask a little bit more just around the enterprise sales. I think in the letter, you talked about you mentioned the land team to be fully productive by 3Q. Is this basically saying you're able to hit your hiring needs by the end of last year and so now we're just in execution mode and it takes about, call it, two to three quarters to get overall efficiency? And then we've been talking about brand marketing for some time and building up the awareness of Upwork and we're seeing new products here. Just talk to us a little bit more about how awareness has come along and Upwork overall as you do embark in all these initiatives. Thank you.

Hayden Brown - President and Chief Executive Officer

Yeah. Thanks, Ron. Enterprise side, I'd say, it's helpful to unpack kind of the two pieces that really drive that business. There's land and there's expand, and you touched on the land team a little bit. What I'd say there is our land number, which is really reflected in our new customer count that we report, is a function of the newly hired reps that are still ramping. And those reps will be fully ramped by the middle of this year. It's also a function of the operational fixes that we deployed at the end of Q3 and into Q4, which have been returning the expected improvements, and now those have to flow through our sales cycle. And then we are also seeing in this macro, demand is still there for our products. But what we are seeing is that at the contracting stage of closing deals, we've seen elongation there. And that's what pushed a number of very large number of deals out from closing in Q4 into Q1. And so, as all of this is happening, we do expect that those things will roll through our sales cycle and our team is adapting to things like processing as we need to make to close deals faster in this new environment. And that will mean that we can achieve that fully productive outcome for our team by Q3. And I would underscore that's not dependent on any specific macro conditions. These are just things that we are driving through our business.

On the other hand, the expand business does have a little bit more of the kind of two drivers coming from it. One is the success of our land team in closing new deals. And so, some of that results in a little bit softer numbers in Q4 because we hadn't done as much hiring earlier in the year. And that's productivity just wasn't there for the team to execute against. And then the macro, we are seeing a little bit of customer pullback in some cases where they have budgetary concerns that they need to manage and that is impacting certain accounts. So, with that, we're really focused on driving activity in the accounts that have the biggest opportunities, continuing to execute against the demand signals that we're seeing, which are very strong in the market. And all of this supports our view that the long-term opportunity is very much still intact even if near-term revenue growth in the enterprise area is a bit more tempered.

To your second question, which I think was about our brand awareness overall, I would say, we did see some of those really positive improvements on awareness across different customer cohorts that are really important from us - for us from an acquisition perspective. And that is, I think, giving us confidence that the creative that we're developing, the media strategies that we've been deploying, the measurability that we put in place over the course of the last year-plus is giving us the insight around how to continue to build on those strengths and optimize our campaigns this year to have an even more effect on the audiences we care about most. And so, what's, I think, exciting about that is we are able to bring down our brand marketing investment on the media side by 12%, in line with achieving our profitability goals and other objectives we have in the business, while also continuing to execute around that broader awareness strategy which is about bringing a bigger umbrella to all of our sales and marketing efforts to make them all more efficient and productive over time. And we knew this would take some time to play out. This is a year where we're going to see a lot more of the data coming in as datasets mature and as these campaigns continue to be executed to give us visibility into how those brand awareness numbers are translating into client performance deeper into the funnel.

Operator

Thank you. Our next question comes from the line of Eric Sheridan of Goldman Sachs. Your line is open, Eric.

Eric Sheridan - Goldman Sachs - Analyst

Thanks so much for taking the question. We really appreciate the framing around the phases and how we should be thinking about that for the business. With that as a backdrop, was there any differential that you want to call out in either certain pockets of the economy or certain geographies where maybe there was little differences in behavior between the phase one type of impact to the phase two type of impact that we should be keeping in mind from a business mix standpoint as we get deeper into 2023? And then maybe I've got a quick follow-up after that.

Hayden Brown - President and Chief Executive Officer

Sure, Eric. I'd say the trends that we saw in Q3 largely continued into Q4 where the impact was more noticeable in terms of the softness being more noticeable in Europe and amongst - but although was also in the U.S., but it was again more concentrated in Europe. And then, we did see it not just in the SMB part of the business, but as noted earlier, the enterprise business did see that slowdown on new deals because of that contracting phase of our deal cycle being more prolonged. So, those were some of the key elements that we saw that were maybe slightly different or kind of a continuation of with a few nuances what we saw in Q3.

Eric Sheridan - Goldman Sachs - Analyst

And maybe just one follow-up on Ron's question there on the brand marketing side. How quickly should we think about you going from sort of being more balanced on brand marketing maybe leaning back in to the marketing, from going sort of a neutral stance to an aggressive stance, if you see more clients moving into phase two and beyond, that how should we think about the ability to turn that back on and get some of the return you're highlighting from some of the elements you feel good about that have been tested and proven out all the brand marketing side? Thanks.

Hayden Brown - President and Chief Executive Officer

We feel that we are on an offensive stance now with the investments that we're making and that it is going to give us the ability to reach the audience that we're seeking to reach with the frequency we want at the investment level that we are deploying this year. So, I think I'm very comfortable that we are seizing the opportunity right now in that area. I think what will be different about where we'll be at the end of this year is the insights that we will have garnered through the progression of the next few quarters will put us in a much stronger position because we'll be able to connect some of these metrics together around what's happening with awareness and how that relates to traffic and registrations and also reactivation of existing customers who might have registered before and announced being at and can become more active. All of that is going to be much more informed for us due to the experimentation framework and the measurement that we have this year. And so, at that point, at the end of this year, we'll be in a very strong position to connect the dots even more precisely around ROI for the business and make a call then around what is the right level of investment going forward.

Operator

Thank you. Our next question comes from the line of Brent Thill of Jefferies. Your question please, Brent.

Unidentified Participant - - Analyst

Hi, this is John [Phonetic] for Brent Thill. Thank you. Hayden, maybe a little bit more regarding the guidance and what's embedded in it from a macro standpoint. I mean looking at details you guided to 12% growth or so in Q1 and 13% for the full year. So, it seems like you'll be fairly flat throughout the year. But wondering how are you assuming in terms of macro progression. And a couple of details around that, is there any contribution at all from the full-time hiring and how to think about the dynamics of the Client Marketplace plan anniversarying in Q2?

Hayden Brown - President and Chief Executive Officer

Sure, John. So, what we're seeing in terms of the kind of what's baked into the guidance around macro is basically what we can see today from all of the trends that happened in the back half of last year, which you'll recall in the middle of last year we anticipated that we would see that $10 million to $15 million negative impact in the back half of last year. And that is very much what we saw. Similar level of, I think, outlook is being informed by the same types of trends that we were using last year to inform that outlook are the ones we're looking at now to inform our expectations for the year ahead. And so, that includes how customers are behaving coming out of the holiday period, how are they spending at the level of where they would have been a non-macroeconomic impacted year, etc. So, our guidance is not baking in any specific macro condition change. It's more based on the current trends that we see in the site as well as information we have from so many years of things like seasonality, housing tends to arch through the year, as well as our plans in terms of what we will be doing to drive the business going forward.

To your question about full-time specifically, I wouldn't say that we're expecting this to be a meaningful contributor this year. It's very early days in this product. We've literally just got it out the door and we need to do a lot to continue to optimize the experience, make sure that we're really looking to customers here rather than jumping to assumptions about what the revenue will be at the back end. So, not really baking in anything very specific around that. It's more one of the pieces of our entire mix as we look at the drivers of the business this year.

Eric Sheridan - Goldman Sachs - Analyst

Thank you.

Operator

Thank you. Our next question comes from the line of Rohit Kulkarni of MKM Partners. Your line is open, Rohit.

Rohit Kulkarni - MKM Partners - Analyst

Thank you. Just a question on this reorg from a functional to a business unit org structure. Just maybe just draw out your thinking there like why, why now, and over the next year, what sorts of observable results do you hope to achieve from having this reorg done in late last year.

Hayden Brown - President and Chief Executive Officer

Yeah. This is an exciting change we made, something we've been contemplating for a long time as we've looked at how to most effectively drive this business. And I realized last year that we can be more effective putting leaders in charge a very discrete part of the business, accountabilities in both revenue and over time, cost components of their business. And these leaders have full-stack ownership of different levers to drive those outcomes, whether it's product, marketing levers, sales levers, etc. So, this is a big shift for us and is really intended to drive greater alignment internally around the key priorities that we're delivering against. Certainly, it gave us a chance to be more efficient with kind of how we're deploying resources across the business in those key priority areas. And ultimately, I think gives us a structure for giving different leaders the independence to be risk-taking, forward-thinking, and really kind of big picture-owning as they move forward in their respective business areas. And it's different than what we had in a functional model. So, this was the right time to do it, I think, especially as we're heading into a more complex product mix, different customers that we're serving between enterprise and SMB, we just looked at the total picture and I thought like this is the time to give different types of ownership and responsibility to different leaders in the business.

Rohit Kulkarni - MKM Partners - Analyst

Okay. And just a follow-up on the pricing change you did and the GSV trend that we're seeing and the take rate trend that we're seeing. Is there a point from and the pricing change that you did was your hope that at some point, GSV would start to stabilize while you start to get pricing leverage? And if so, at what point do you feel that the headwind or the incremental headwind that you're seeing because of the pricing change starts to diminish in the future?

Hayden Brown - President and Chief Executive Officer

Sure. So, we feel the pricing change was definitely very successful and the outcomes were in line with our expectations. Customers have gotten a better benefit in terms of the features and functionality that they're receiving. The pricing is working for them although we do see for a period of time, until we anniversary this change, some of that GSV headwind even as we've seen a big uptick on the revenue side that has yielded higher marketplace, a higher overall take rate for the business. So, that is kind of the overall, I think, observation of what we've seen with the pricing change. We do expect that the GSV headwind that we saw coming out of that change will be something that once we anniversary the change which was made in late April of last year will fade out and we'll be kind of in a new situation around that.

Operator

Thank you. Our next question comes from the line of Logan Reich of RBC Capital Markets. Your line is open, Logan.

Logan Reich - RBC Capital Markets - Analyst

Hey, thanks for taking the question. Just one quick one on artificial intelligence. Obviously, it's actually [Indecipherable] it has gotten a lot of buzz recently. On a more long-term basis, how do you view the advent of artificial intelligence as like a headwind or a tailwind for the business just given there probably would be some categories that can be fulfilled through AI and also some categories that would pop up as a result of artificial intelligence? So, just want to get a sense of how you're thinking about on a more long-term basis.

Hayden Brown - President and Chief Executive Officer

Yeah. Our view is that the opportunities here are so exciting for our customers and for Upwork and certainly, the opportunities far outweigh the risks. I'll highlight a couple of things in particular that I'm excited about in terms of AI and how it can impact our customers and our business. So, one is we can already see with the applications that are available today, how incredible we can be in terms of productivity tools that make our talent - all talent, but talent on Upwork that's leveraging them, better, faster, and cheaper at what they do. And that is just in line with why people come to Upwork on what they're looking for and we're already seeing talent leveraging these tools to get better and more effective at the work, which I think is a tremendous value. The second one is, we do see the companies that are building the AI platforms and infrastructure that are the subject of so much of kind of the headline news these days, they need talented skilled workers to do the work that is related to all of the stages of developing, deploying, and commercializing those models. And so, we already work with notable companies in this space, serving them with the talent that they need. And we can continue to expand that as this entire market is growing because these models - as smart as the AI is, the models, they're all built themselves. There are people needed to actually go through and work on the workflows in a variety of ways to make this happen.

The third opportunity that I'm excited about is the ways that companies that are integrating new AI tools and applications into their services, whether it's integrating them into their website for offering for customers, again, they need talent to do this integration work and to do some of the work around customizing, tailoring, and deploying these solutions as they're being adopted at scale in the market. And this is another place where Upwork talent already has a lot of the activity happening and can continue to serve this market going forward. I think we noted that we've seen searches for AI-related services on our website grow 30% to 100% in the last four months alone as well as our job posts from 40% to 100% in the last couple of months. So, this is just the beginning, I think, of many ways that this will impact our business very positively in the way that our customers can take advantage of Upwork as they're navigating kind of this next frontier of technology.

Logan Reich - RBC Capital Markets - Analyst

Great. Thanks for the call.

Operator

Thank you. Our next question comes from the line of Maria Ripps of Canaccord. Your line is open, Maria.

Maria Ripps - Canaccord Genuity Inc. - Analyst

Great. Thanks for taking my questions. So, I just wanted to go back to your point about sort of different phases of recovery. And so, if you look at the clients that have moved into the second phase, are there any sort of common characteristics or perhaps even verticals that are represented in that group? And then I have a quick follow-up.

Hayden Brown - President and Chief Executive Officer

I wouldn't say, Maria, there's a specific trend in terms of clustering that activity by industry or anything like that. We do see - at Upwork, we do serve tech-enabled businesses broadly. And so, we see different parts of the business will be impacted through the macro. Some are in that phase one as we talked about. They're kind of navigating in more turbulent times. And others are leaning in and they're comfortable and they're ready to spend more. So, both of those things are seen simultaneously in our customer base right now. And I wouldn't say it's even as we've looked at things like industry, cuts of the data and things like that, it hasn't been evident that that is - there's kind of clear lines of demarcation that is determining that behavior. It seems very company-specific because different companies are moving through kind of different stages of this at their own pace at the moment. So, we're not really seeing it by industry.

Maria Ripps - Canaccord Genuity Inc. - Analyst

Got it. And then secondly, I appreciate all the color sort of on brand spend and sort of understanding that you're targeting to reduce brand spend this year versus last year. Can you maybe just talk about how you think in sort of about prioritizing brand spend relative to other investment opportunities this year?

Hayden Brown - President and Chief Executive Officer

Sure. We think about the brand spend as this umbrella driver that brings the awareness to the market that then our sales team, our other marketing channels, whether it's performance marketing, digital marketing, whether clients, etc., can pick up and take advantage of, because we've created more of that headroom and awareness for - space for ourselves in the market. So, for that reason, it is right now something we're deploying as a kind of underpinning strategy that's meant to lift all boats of other activity in the business. I think if we have to make a trade-off later in the year around profitability for some reason or something else due to unexpected or unforeseen things, clearly, the brand, the area, and others will be up for evaluation. I mean, I think we'll just look at where we're getting the best return and is it from brand or is it something else. And that will be a conversation we would have then. But I think right now, we have prioritized the brand spend because of the results that we shared and because of the belief that this is a moment when companies absolutely resonate with our value proposition and yet the vast majority of them aren't aware of Upwork and aren't aware of what we offer. So, we have to connect those dots for them and then all of the rest of our sales, marketing, and product work will work harder in that environment when we have more of that awareness.

Operator

Thank you. Our next question comes from the line of Marvin Fong of BTIG. Your line is open, Marvin.

Marvin Fong - BTIG - Analyst

Great. Thanks for squeezing me in here. A couple of questions. Just first on the 13% revenue guidance for 2023. Just wondering if you could maybe look at it through the lens of enterprise versus SMB, do you expect both of them to be kind of similarly weak year-on-year? Obviously, enterprise is going to outgrow as we would all guess, but just maybe just add some color about how you're thinking about those two end markets relative to your guidance.

Hayden Brown - President and Chief Executive Officer

Sure. I'd say SMBs are the faster-switch part of our business, so they tend to slow down faster when conditions get rocky and then pick up faster once they get comfortable or once conditions change. Enterprises are the slower switch part of the business. They behave throughout slightly different arc. But the good news is we are still seeing strong demand in that environment. A lot of the things I mentioned earlier in the call are more timing issues of us getting reps ramps and the flow-through from the improvements we made last year on operations and things like that. So, I think that's why there's some different dynamics on each side. But from both sides, we are baking in an expectation based on the numbers and the trends we're seeing right now that these parts of the business will both grow and they will both grow in a way that's in line with what we're seeing from the end of last year and heading into this year. So, we're basically expecting some consistency there based on our execution and everything that we've done to date.

Marvin Fong - BTIG - Analyst

That's great. Thanks for answering that one. And then my next question, my second question, is just on the net adds, like returning to that topic. I think this is the first quarter it's declined sequentially since you've been giving us the active client metric and I appreciate the reasons for that. I was just curious if you could just like spec for us, what can you tell us about the clients that are leaving the platform? I mean, were they really just sort of experimenters who didn't really do much business and were really not bothered to see them go? And then maybe as a follow-up to that, does history tell you that clients that sure now that you're able to recapture them in the future? Thanks.

Hayden Brown - President and Chief Executive Officer

Yeah. Sure. I'd say the reason, I mean, to try to simplify the client net adds number, the kind of the reason that we are lower quarter-over-quarter is more to do with smaller acquisition cohorts in the recent periods rather - relative to very large acquisition cohorts that we had when you go back over the last 18 months or so that created this very large healthy base of active customers. But more recently, our acquisition cohorts have been smaller in terms of their ability to contribute to that mix. And then, we have seen, I wouldn't say, meaningful changes in churn that are concerning, it's more - as you look at measuring churn on our sites, over different periods of time, customers do display kind of episodic behavior. And so, it's not - it's kind of hard to say like why don't we lost the customer because you might see a customer go dormant for three months, six months, nine months, and then they come back, and they come back with multiple needs or whatever that case may be. So, I think that's where - we're doing a lot with our product solution, things like full-time hiring, things that we can put in terms of customers to get them re-excited about Upwork, things they might have forgotten or not known that we can offer them. That's part of the strategy in terms of driving that engagement from existing users that may have left. And then, obviously, continuing with our acquisition efforts this year to make sure that those customer cohort coming in continue to be healthy.

Operator

Thank you. Our final question comes from the line of Bernie McTernan of Needham & Company. Your line is open, Bernie.

Bernie McTernan - Needham & Company - Analyst

Great. Thank you for taking the question. Just lastly, I guess, on the end-to-end solution for full-time hiring, just what provides you the confidence that this is going to be incremental to the business or to the talent marketplace instead of cannibalizing it?

Hayden Brown - President and Chief Executive Officer

I don't think it matters, Bernie. I think if we're giving solutions to customers that are better than the previous solutions that we were giving to customers, then that's part of our job is to continue to innovate into the spaces where we can offer something better, faster, superior, and that really meets their needs better. So, I don't think we look at this as a cannibalization type of situation. It's much more - this is additive, it gives them an alternative. Some people will want to do one thing, some people will we want to do one other. We see this all the time in talking to customers. They have a range of needs that need to be met in a lot of different ways. Previously, we didn't have a perfect solution for them in this space. Now we do. And so, I think this is additive overall. But certainly, some people take a relationship that was previously worked on one way in Upwork and then move it over to this offering, we see that as a win.

Bernie McTernan - Needham & Company - Analyst

Got it. Makes sense. Thanks, Hayden.

Hayden Brown - President and Chief Executive Officer

Absolutely.

Operator

Thank you. At this time, I'd like to turn the call back over to management for closing remarks.

Evan Barbosa - Vice President, Investor Relations

On behalf of the entire Upwork team, thank you for joining us today, and thank you for your interest in Upwork. If you need any clarifications or have any follow-up questions, please do not hesitate to reach out to me at investor@upwork.com. This concludes our call.

Operator

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UPWORK INC

Q4 2022

Earnings Transcript

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