Fiverr International Ltd

NYSE:FVRR

Earnings Call Analysis

Robust Unit Economics and Positive Outlook

The company demonstrated strong unit economics, with a time to return on investment (TROI) for performance marketing at slightly over 3 months and a lifetime value to customer acquisition cost (LTV/CAC) ratio exceeding 3x. Q4 take rate expanded by 160 basis points to 31.8%, fueling an 80% year-over-year increase in revenue from Promoted Gigs and more than a 2.5-fold increase from the Seller Plus program. For 2024, revenue is guided between $379 million to $387 million with 5% to 7% growth, and an 18% midpoint Adjusted EBITDA margin. Investments in AI and targeting high-value buyers who contribute to complex service categories hint at sustainable growth potential and an emphasis on profitable growth with a balanced approach towards revenue increase and ongoing EBITDA expansion.

Company Performance in 2023: Growth Amidst Economic Challenges

Even with a tense economic backdrop marked by a 19% decrease in U.S. job openings and a 6% downfall in professional staffing, the company's Gross Merchandise Value (GMV) managed to grow by 1%. This was coupled with a solid 7% run-up in revenues to $361 million, surpassing expectations set at the start of the year. Adjusted EBITDA also saw a notable boost, reaching $59 million, representing a 16% margin and beating the previous year's targets.

Expansion of Take Rate and Upmarket Shift

A decisive factor contributing to the upbeat results is the expansion of the take rate by 160 basis points, bringing it to an impressive 31.8%. The upmarket shift is evidenced by a 4% increase in buyers with over $500 annual spend and a 6% hike in overall spend per buyer, further underpinning the revenue uptick.

Innovation Led by Artificial Intelligence (AI)

In 2023, the company launched a pioneering AI services vertical, which spurred a sevenfold increase in AI-related searches compared to the previous year. The AI initiatives contributed a substantial 4% to the business, demonstrating a shift towards higher complexity services like mobile app development and e-commerce management—translating into transactions that are 30% larger in value compared to simpler offerings.

Investment in AI and Product Enhancement

Significant investments in AI led to a transformative year, resulting in major upgrades across the platform. The biannual product release cycle accelerated the product evolution with a notable AI-first overhaul, underpinning both the current year's growth and laying a foundation for future expansion.

Fourth Quarter Performance and First Time Annual Profitability

The fourth quarter showed a revenue growth of 10.1% year-over-year, totaling $91.5 million with an adjusted EBITDA of $16.1 million. This period marked a significant milestone for the company—achieving GAAP profitability for the first time ever in its history. With a strong free cash flow and a robust balance sheet, the company is well-positioned to navigate the uncertain economic environment while focusing on growth and maximizing shareholder value.

Consumer Metrics and Business Solutions Forward Movement

The company witnessed a progression in consumer metrics, with annual active buyers at 4.1 million and a 6% year-over-year increase in average spend per buyer. The investment in targeting high-value buyers and advancing upmarket strategies paid off as the 2023 cohort of center buyers spent 13% more than those in 2022. New functions in Fiverr Pro and partnerships in certified solutions resulted in the onboarding of numerous clients, fortifying the Fiverr enterprise segment.

Prospective Outlook for 2024

Looking into 2024, revenue is expected to range from $379 million to $387 million, demonstrating growth between 5% to 7%. Adjusted EBITDA projections stand at $65 million to $73 million, which would yield an 18% margin at the midpoint. The company aims to accelerate GMV growth by 1% to 2%, primarily through market share expansion in complex services, further upmarket movement, and continuous AI advancements. The journey towards long-term targets like a 25% adjusted EBITDA margin continues, with revenue growth being the principal focus and the company confident in making steady, profitable leaps in the years to come.

Earnings Call Transcript 2023-Q4

[Operator]

Good day, and thank you for standing by. Welcome to the Fiverr Q4 and Full Year 2023 Earnings Conference Call. At this time, all participants are in a listen-only mode. After the speakers' presentation, there will be a question-and-answer session. [Operator Instructions]. Please be advised that today's conference is being recorded. I would now like to hand the conference over to your speaker today, Jinjin Qian, EVP, Strategic Finance. Please go ahead...

[Jinjin Qian, executive]

Thank you, operator, and good morning, everyone. Thank you for joining us on Fiverr's earnings conference call for the fourth quarter that ended December 31, 2023. Joining me on the call today are Micha Kaufman, Founder and CEO; and Ofer Katz, President and CFO. Before we start, I'd like to remind you that during this call, we may make forward-looking statements and that these statements are based on our current expectations and assumptions as of today, and Fiverr assumes no obligation to update or revise them. A discussion of some of the important risk factors that could cause actual results to differ materially from any forward-looking statements can be found under the Risk Factors section in Fiverr's most recent Form 20-F and other filings with the SEC. During this call, we will be referring to some key performance metrics and non-GAAP financial measures, including adjusted EBITDA and adjusted EBITDA margin. Further explanation and a reconciliation of each of the non-GAAP financial measures to the most directly comparable GAAP measures is provided in the earnings release we issued today at our shareholder letter, each of which is available on our website at investors.fiver.com. And now I'll turn the call over to Micha.

[Micha Kaufman, executive]

Thank you, Jinjin. Good morning, everyone, and thank you for joining us. We entered 2023 with a backdrop of challenging macroeconomic environment, weak SMB sentiment and waves of layoffs and hiring freezes across industries. With also a year of increasing geopolitical uncertainties with the ongoing war in Ukraine and the onset of war in the Middle East. The entire Fiverr team showed extraordinary resilience against these tough conditions and delivered strong execution towards the strategic priorities set at the beginning of the year. For 2023, revenue grew 7% to $361 million, and adjusted EBITDA was $59 million, representing adjusted EBITDA margin of 16%, both ahead of the targets we set at the beginning of the year. Fiverr continues to operate one of the best-in-class business model and expand its market share in freelancer industry. Overall, GMV on the platform grew 1% year-over-year at a time when U.S. job openings are down 19% and professional staffing is down 6% year-over-year. We continue to focus on upmarket initiatives in both acquisition and product, resulting in 4% year-over-year growth in buyers with over $500 annual spend and 6% year-over-year growth in overall spend per buyer. We also expanded our take rate by 160 basis points, reaching an overall take rate of 31.8% as both seller monetization programs experienced significant growth. Our strategy of going upmarket, investing in AI and complex services and expanding value-added products really paid off and helped us drive growth in this macro environment. 2023 was also an exciting year as GenAI pushed artificial intelligence to new fronts. Early in January last year, we were the first in the market to launch a dedicated AI services vertical, creating a hub of businesses to higher AI talent. Throughout the year, we continue to see tremendous demand for those services with searches that contain AI-related keywords in our market base growing sevenfold in 2023 compared to 2022. Overall, we estimate AI created a net positive impact of 4% to our business in 2023 as we see a category mix shift from simple services such as translation and voice over to more complex services such as mobile app development, e-commerce management or financial consulting. In 2023, complex services represented nearly 1/3 of our market base, a significant step-up from 2022. Moreover, there are typically larger projects and longer duration with an average transaction size 30% higher than those of simple services. Double-clicking on these numbers, we believe that the opportunities created by emerging technologies far outweigh the jobs they replace. Human talent continues to be an essential part of unlocking the potential of new technologies. We are also seeing a shift into more sophisticated, highly skilled and longer-duration categories with bigger addressable market. Data shows our market base is built to benefit from these technologies and labor market changes. Unlike single vertical solutions with higher exposure to disruptive technologies and train changes, Fiverr has developed a proprietary horizontal platform with hundreds of verticals, quickly leaning into the ever-changing industry demand needs and trends. All in all, we believe AI will be a multiyear tailwind for us to drive growth and innovation. In 2023, we also made significant investments in AI that drove improvements in our overall platform. We optimize our product and R&D organization and change to a biannual product release cycle in order to significantly accelerate product velocity and focus on strategic priorities rather than incremental features. Our recent winter product release in January culminated these efforts in the second half of 2023 and revamped almost every part of our platform with an AI-first approach, from search to personalization from supply quality to seller engagement. We believe these projects not only helped us drive growth last year, but also laid the foundation for future growth. As we enter 2024, we will build upon the progress we have made in 2023 and focus on investing in driving growth acceleration of the underlying business. The strategic priorities for 2024 are: first, continue growing our market share into complex service categories. In 2023, complex services were growing at 29% year-over-year, significantly faster than the overall market and a big acceleration from 12% in 2022. This year, we are doubling down on this opportunity and have identified a number of verticals with high growth potential. We will build experiences tailored to these verticals and deploy more targeted go-to-market strategies for them. The second priority is to continue pushing up market by further expanding offerings in Fiverr business solutions. On Fiverr Pro, our flagship business product, we are opening ways for clients to match with talent, whether it's through high-touch point of contact from a customer success manager or AI-assisted brief and match functionality or managed services through initiatives such as project partner. For Fiverr enterprise, we have redesigned our pricing and go-to-market strategy to drive more talent sourcing and engagement volumes. We believe helping businesses with skill gaps and their hiring needs is a much stronger value proposition and creates more durable, longer-term relationships than the talent management software alone. Early signals in December and January already show encouraging logo acquisitions, and we are aggressively working to complete onboarding and ramp up usage. Last but not least, Fiverr certified now has dozens of partners, and we are working closely with them to integrate our solutions into their client flows. While the Fiverr market base is built as a standardized catalog business to drive speed and cost efficiency, 5-year Business Solutions is built as a suite of offerings to meet any needs of large customers. We believe this two-pronged approach gives us tremendous competitive leverage in growing market share across the spectrum of the addressable market. Our third strategic priority is to continue developing proprietary AI applications unique to our market base to enhance the overall customer experience. the winter product release we discussed just now gives you a flavor of that, but there is so much more to do. We are barely scratching the surface here. And the beauty is that all 3 priorities will drive a positive flywheel among each other to propel our business into the future. I'm very excited about our 2024 road map and firmly believe there's a significant growth runway ahead of us. With that, I'll turn the call to Ofer who will walk you through some financial highlights.

[Ofer Katz, executive]

Thank you, Micha, and good morning, everyone. We finished the year with a strong execution as we strengthened our marketplace and invested heavily into AI and moving upmarket while successfully maintaining our operational excellence. Revenue for the fourth quarter of 2023 was $91.5 million, representing a year-over-year growth of 10.1%. Adjusted EBITDA was $16.1 million or 17.6% in adjusted EBITDA margin. Both were in line with our expectations. For the full year, our revenue increased 7.1% to $361.4 million. We also doubled our adjusted EBITDA to $59.2 million or 16.4% in adjusted EBITA margin, and we are pleased to have achieved annual GAAP profitability for the first time in the company's history. Our strong free cash flow generation, together with a healthy balance sheet puts us in a great financial strength to navigate this macro environment, continue pursuing growth and maximize long-term shareholder value. Our annual active buyers were at $4.1 million and spent per buyer improved to 278, up 6% year-over-year as we ramped up our marketing efforts on targeting higher value buyers and accelerating our upmarket investments. We continue to make significant progress this quarter in our Fiverr business solution as we added new features to Fiverr Pro, sign up several new partners to our Fiverr certified solution and onboarded over a dozen new clients to Fiverr enterprise. We saw the efforts we made last year pay-off -- as the average center buyer for 2023 cohort was 13% higher than the 2022 cohort in its first year. Our unit economics remain strong as TROI for performance marketing was slightly over 3 months, while our lifetime value to CAC exceeded over 3x. We expect to maintain strong market efficiency as we focus on investing in higher value buyers with cloud spend capacity. Take rate for the fourth quarter was 31.8%, representing a year-over-year expansion of 160 basis points, driven by significant growth in our Seller Plus monetization programs, promoted Games and sellers. Our expansion efforts in these programs have led revenue from Promoted Gigs to increase 80% year-over-year and revenue from Sellers plus to climb over 2.5x in 2023 compared to 2022. We believe both programs have plenty of growth runway ahead. Now on to guidance. For the full year of 2024, we expect revenue to be in the range of $379 million to $387 million, representing a year-over-year growth of 5% to 7%. Adjusted EBITDA is expected to be in the range of $65 million to $73 million, representing an adjusted EBITDA margin of 18% at the midpoint. For the first quarter of 2024, revenue is expected to be $91.5 million to $93.5 million, representing year-over-year growth of 4% to 6%. Adjusted EBITDA is expected to be $12.5 million to $14.5 million, representing an adjusted EBITDA margin of 15% at the midpoint. I'd like to provide some additional color and context behind this guide for Q1 and for the full year. Unpacking the revenue guidance, we expect the revenue growth in 2024 will be driven by accelerating GMV growth accompanied by a moderate expansion of take rate. GMV is expected to accelerate by 1% to 2% in 2024 compared to 2023, primarily driven by market share expansion in complex services, going up market and investment in AI. We also expect our stenter buyers to accelerate while active buyers to continue similar trends as in 2023. We will take a balanced approach in driving profitable growth and expect adjusted EBITDA to continue progress towards our long-term target of 25%. It is important to note that revenue growth remains our top priority. At the same time, we expect to make steady, measurable annual growth in driving adjusted EBITDA expansion for the next several years. We remain confident in our strategic priority and financial fortitude. The best market opportunity ahead fuels our optimism and we are trying to emerge from this challenging economic period as an even stronger and more profitable company. With that, we will now turn the call over to the operator for questions...

[Operator]

Thank you. [Operator Instructions]. And our first question will come from Eric Sheridan from Goldman Sachs.

[Eric Sheridan, analyst]

Maybe if I could just ask one big picture one. Obviously, very clear on the current macro environment. Talk a little bit about how you plan on balancing incremental profitability and managing through this macro environment in the short term, but not sort of missing the longer-term dynamic of wanting to capture growth and being ready to pivot and capitalize on the opportunity when and if the macro environment does get better. So just better color on sort of striking that balance in terms of the way you frame this year and the way you're executing in the early part of 2024...

[Micha Kaufman, executive]

Eric, thanks for the question. So yes, growth does remain a top priority for us. And I think that what we've been demonstrating is that when macro is challenging, we're able to continue growing while optimizing our efficiency and create a very strong cash position and being -- remaining very opportunistic about the possibility of growth in the future. So doubling down on those opportunities is always something that we do. It is important to say as well that we're investing in acquiring high-value buyers. Those buyers spend more with us and remain longer with us and support the expansion in categories, what we call the more complex categories that are outgrowing the more simpler categories. And I think that when the market rebounds, and you're going to see more engagement also coming from lower market segment like micro businesses will be there to capitalize on that growth and be able to double down and grow faster on them. In the meantime, we're improving every aspect of our business throughout. And I think that we've demonstrated that we've been doing that very steadily

[Operator]

Our next question will come from Ron Josey from Citi.

[Ronald Josey, analyst]

Maybe to build off of Eric's question, Neha. We definitely saw relatively stable cohort behavior, I think, from existing buyers in '23 and certainly strength in more complex projects and AIs a tailwind, maybe dig down a little bit more on just that top line growth. I understand you balance top line with profitability. But would love to hear more about your plans around verticals and products just to grow newer cohort spend and to build up that upmarket sort of muscle based on all these new products that are being launched. And then Over,I did have a question with guidance calling for just continued strong margins. Talk just about how you view Fiverr's balance sheet here. Any update on capital allocation plans?

[Micha Kaufman, executive]

Thanks so much, Ron. Just a quick note on or an unplanned dental treatment this morning. So we had them for the opening comments, but I think I'll spare him from having to talk further. We obviously have Jinjin with me to answer with the question. So for your first question on cohort. So as we said in the opening comments, we are seeing a mix shift on simple categories where there's more impact of macro coming from less spend from smaller businesses and slightly impact from technological shifts and automation, while at the same time, we have cohorts that are coming to us for the more complex categories that are spending significantly more and are engaging more with us. So we do see some softness in cohorts that we called out as of the second half of 2022. -- and that lasted throughout 2023. And actually, macro isn't changing. So we're not calling any change to macro. At the same time, we have identified a number of categories that are growing much, much faster. And therefore, we're doubling down on these categories. And that with the focus on high-value buyers, those who have to spend capacity and are interested in our onboarding into Fiverr into these categories allows us to actually improve cohort behavior and you see that from the numbers of 13% increase in spend in the last year by these cohorts. As to your second question, on capital allocation. Look, we've generated over $80 million of free cash flow this year. And obviously, we have a very strong balance sheet. So financially, we are in a very well positioned. As we continue to generate free cash flow and increased cash on our balance sheet, we are having active discussions with the Board on our capital allocation, including the use of excess cash for equity buybacks. It is worth reiterating that growth continues to be a top priority for us. And we see opportunities for both organic and inorganic and our top of mind is to be very disciplined in making these decisions and really focus on delivering returns to our shareholders and maximizing long-term shareholder value.

[Operator]

And our next question will come from Doug Anmuth from JPMorgan.

[Douglas Anmuth, analyst]

It's good to see AI already contribute to growth, even though it's really early, you mentioned just kind of scratching the surface. Just kind of where you see some of the longer-term opportunities or maybe places in the business you couldn't really lean in a lot further with AI and drive positive impacts...

[Micha Kaufman, executive]

Thanks for the question. So as we made clear about in the shareholder letter and our opening comments, AI is a net positive for us. And I think that what we've identified is there is a difference between what we call simple categories or tasks and more complex ones. And in the complex group, it's really those categories that require human intervention and human inputs in order to produce a satisfactory results for the customer. And in these categories, we're seeing growth that goes well beyond the overall growth that we're seeing. And really, the simple ones are such where technology can actually do a pretty much gen-tie work, which in those cases, they're usually associated with lower prices and shorter-term engagements. So essentially, we're really focusing on these more complex services, doubling down on these categories. And we think that these categories have the potential of driving very nice growth. And the larger they become, the more growth, they'll push. At the same time, we're using AI across the entire market base, the entire experience. The searching experience matching, personalization, the way our customers are doing briefing the way our sellers are attending to customer needs. So essentially powering every aspect of the experience and making it better and more efficient. And we've done with the winter product release is just a first step. It's a big step, but it's a first step in pretty much integrating AI in every aspect of the experience in the product. And we'll continue doing so throughout the year and probably in the next years to come. Again, it is presenting with some superpowers that didn't exist before and allow us to really turbocharge the experience. And so I think that both from a product standpoint, but also from a market-based standpoint, AI is going to be a multiyear tailwind for us.

[Operator]

Thank you. our next question will come from Andrew Boone from JMP Securities.

[Andrew Boone, analyst]

I wanted to ask specifically about the simple services GMV and the fact that it was down 28% in 2023. Can we tie that into the 2024 guide? And just talk about your expectation for the simpler services and the ability for them to stay on the platform.

[Micha Kaufman, executive]

Andrew, thanks for the question. So just as a correction, the simple -- the simple services are down in teens, not 28%. So it is smaller than you indicated. Everything that we've put in the model is tied into the guidance. So whatever we see, including those that decrease in simple services is definitely in. There is a mix shift, right? And so as we've demonstrated the increase in the complex categories far outweigh the decrease in simple services. And so as we think about the guidance and as we think about AI becoming a multiyear tailwind, all of that is being tied into the guidance.

[Andrew Boone, analyst]

Sorry about that. I misread it, apologies. And then I wanted to ask about the changes in enterprise that you're making. How is the change in enterprise changing how you interact with business? And how is that relating back to increased usage of the platform? Thank so much.

[Micha Kaufman, executive]

So essentially, what we've done with enterprises, we've created a new pricing package that really emphasizes the value we provide on talent sourcing and are built for encouraging long-term engagements. So under this new pricing package, clients do not pay additional fees to have access to talent management system if they source in higher a certain number of freelancers. -- if they don't use enough that the minimum fee will kick in. So these changes have allowed us to really expand and onboard more customers into it. That's a much quicker onboarding time...

[Operator]

And our next question will come from Matt Farrell from Piper Sandler.

[Matthew Farrell, analyst]

My first one is a bit more near term. Q1 here is a little softer compared to normal seasonality, but you called out the macro really not changing in any material way. Would love just to hear kind of what's been going on in Q1 from puts and takes perspective, that kind of drove the initial guide for the quarter.

[Jinjin Qian, executive]

This is Jingjing. I'll take this question. Yes, so nothing specific to call out for Q1. Like we mentioned earlier, we have not really seen a rebound in the macro. That said, we do believe that we can drive growth even under this macro. This is why for you see for the full year guidance, we are expecting to accelerate our GMV growth this year. And Micha has talked, when you look at the strategic priorities we set for 2024, we noticed a few big areas, and that is really going to help us drive GMV acceleration. And on the take rate side, we already command over 30% take rate, which is really industry-leading and speaks to the unique value proposition we provide, for 2024, we expect to continue expanding take rate but at a more moderate pace compared to '23 in mainly due to '23, we had a pretty substantial expansion for the 2 monetization programs. So for '24, we expect to continue to grow take rates but could be more moderated. So these 2 pieces kind of go together into kind of the guide for Q1 and '24.

[Matthew Farrell, analyst]

And then you hit on kind of continuing to be on path for that long-term 25% adjusted EBITDA margin. Obviously, kind of optimizing here in the near term, but would love just any more insight as we maybe -- is that a couple more year time line? How should we be taking that? And what are the major levers from here from the 2024 guide to get to that 25% number?

[Jinjin Qian, executive]

Yes. So I think we -- for us, growth is -- continues to be the priority. So we are going to continue to drive growth while managing expense very diligently and making very steady and consistent progress towards this long term. So we're not giving a specific time line for reaching 25% at this time. But as you can see, we're not far away from it, and we are going to continue making steady annual progress towards it...

[Operator]

Thanks. And our next question will come from Jason Helfstein from Oppenheimer inco.

[Jason Helfstein, analyst]

It's kind of like a 2-part question, but on the same theme. So you've given us data showing the TROI marketing efficiency still remains healthy. When we look at the cohort data, just maybe help us how do you think about it? How much is we're looking at like obviously individual, right, but the kind of cohort change from kind of running off the COVID benefit to just general weak macro weakness among certain customers. And as you're thinking about the guide, I think most of us sit here and say, okay, a good -- a large percent of your business is smaller businesses that are interest rate sensitive. As interest rates come down, they should be wanting to spend more. Like how do you just think about that dynamic as you're thinking about your guide relative to the other things that are in your control, right, moving out more new products, take rate, et cetera. So just maybe unpack that, so kind of the burn-off of the COVID benefit and then kind of how you're thinking about particularly smaller business customers who are probably more directly impacted by changing interest rates?

[Micha Kaufman, executive]

Thanks, Jason. Yes. So essentially, I think we mentioned this a few times. Right now, we're not seeing any macro change. And obviously, when it does change, there is going to be an upside. And we're going to be there to capture it. And the incredibly powerful marketing machine that we've developed over the years is ready and fire up. So capturing that opportunity is not going to be an issue. That said, since we're not seeing any of these changes as of now, and we'll be super happy to share it with all of you once we do see it, we're focusing on the things that we can control, which is why we've been focusing more on high-value buyers, those who spend more on spend per buyer in general, knowing that in active buyers as an example, we're not going to see the same type of growth. In an easier macro environment, Usually, if you look historically, what you see is you see a more balanced growth between active buyer and stenter buyer because we're able to grow both of them. Right now, we're obviously focusing on the things that we can control, which is really focusing on the more complex services, the higher-value customers and optimizing to acquire as effective as possible in those areas. I think, again, from a brand perspective, Fiverr is the leading brand in the world, in this space. So once the sentiment is going to change, I think that there is -- this is just going to add to the great tailwind that we're experiencing from AI right now.

[Jason Helfstein, analyst]

And just to be clear, your guidance assumes no pickup in macro. -- through the entire year? Or is there still a pickup of some...

[Micha Kaufman, executive]

No, no, correct. It does not factor in any hopefulness around the macro rebound.

[Operator]

Our next question will come from Kunal Madhukar from UBS.

[Kunal Madhukar, analyst]

A couple, if I could. One on the complex services side. I wanted to understand buyer behavior and seller behavior in terms of repeats and where you're seeing the demand from? And are the sellers that are supplying the complex services, are these new to the platform? Are there people that have retooled their skill set and are now supplying complex services. And then on the take rate side, for these complex services, -- with the ASP kind of increasing, you're probably going up more head-to-head with Upwork. So can you talk about take rate trends and pricing...

[Micha Kaufman, executive]

Yes. Thanks for the questions. So first of all, to touch on complex services, complex services are really categorized where human skills are essential to deliver a satisfactory outcome. Even when AI can be used to improve the efficiency of some aspects of these projects, right? So essentially -- what we're seeing there is, by definition, the buyers who come to purchase these customers have a typically longer duration of projects. So in essence, the type of relationship that they develop with our platform is longer. And that also influence their repeat and their retention over time. Now as to the sellers, a lot of them are existing. Some are new. I mean we're adding a tremendous amount of talent to our platform every month, every quarter. But as you can imagine, these sellers are mostly relevant for higher quality. So you can see segments like Pro sellers. So I think that this is really helpful for these sellers to really expand their earnings on Fiverr, which also creates retention of talent as well and their engagement. So I think that from those 2 aspects, it's definitely a move into the right direction. Listen, I think the way we look at competition is really that most of the competition is offline. Now we're not focusing on any specific company. And each company in the space has its own -- its own way in its way of doing business. Ours is really to try to do more of the transformation from the off-line activity, the work that companies are doing with talent, with agencies and really transform it to the online. And we're we're really confident with the approach of tackle the entire addressable market with both the market base and the Fiverr business solutions. Thanks for the question.

[Operator]

And our next question will come from Brad Erickson from RBC Capital Markets.

[Bradley Erickson, analyst]

I guess, first, you mentioned your outperformance relative to like job openings and staffing and stuff like that. Maybe just remind us, if you could, what are the kind of key types of capacity you think Fiverr is really replacing here, augmenting or supplementing you think about the secular aspect of the digital freelancer opportunity. And I guess, like what should investors focus on as kind of the more acute drivers, whether it's like new business formation, just kind of general health of the SMB, job openings, et cetera. That's the first one. And then second, just a housekeeping for Jinjin. -- sorry about your teeth. Just stock-based comp, what's embedded in the guidance? And just generally how to think about stock-based comp, I guess, maybe as like a percentage of revenue, for example, going forward?

[Micha Kaufman, executive]

Brad, thanks for the question. So as for the first one, I think -- so first, we're really optimizing for is this offline to online, right? So freelancer, in general, are addressing things like skilled gaps, cost efficiency issues of scaling, scaling up or down very rapidly without the complexities of -- that comes with full-time hiring. And what we're doing is we're really doing this but in a hyper-efficient model online. So we make the actual process that is taking on average many, many weeks for companies we're changing that to a really simple interaction that takes minutes. So I think that by really covering this entire spectrum from the small needs of micro businesses to very sophisticated needs for more sophisticated and large customers, we're actually helping to transform this offline to online. Now in terms of what investors should focus on, we're trying to ourselves to look for proxies. And one of the interesting things that we saw that is that there is -- it is hard to find a proxy other than the actual numbers that we're seeing on our platform, meaning new business formation is not necessarily an indication that those businesses have the spend capacity. Sometimes new business formation is tied with job cuts or people that need to replace or create new businesses. It doesn't mean that this is going to immediately lead to more spending. I think that if anything cost of borrow is probably a decent proxy because when you think about that smaller businesses who need to borrow money to invest in growth have a harder time in this economy. And if you're a business that is already generating capital, then you can reinvest without borrowing money. So this is why I think we called out pretty much in the past 1.5 years. The fact that we're seeing parity between midsize, large-sized enterprise business and small and micro businesses. And the lower -- those lower cohorts of smaller businesses have a harder time than the large one. As we've demonstrated, the fact that there is a pretty massive decrease in job opening doesn't mean that we're not growing. So we're seeing -- we're showing -- we're demonstrating an opposite trend -- so it's really hard to find these proxies. Jinjin, you want to take the...

[Jinjin Qian, executive]

Yes. So SBC, we -- our SBC is an elevated level, as we mentioned before, because of the accounting treatment that is booked at cost and it's tied with the high stock price during COVID. And so from a monitoring perspective, this is going to take 4 years to vest those RSUs and options. And so for modeling this year, it will be similar to last year's level from a dollar perspective. So as a percentage of revenue, it will come down slightly. And as we finish the full year vesting, we do expect that percentage of revenue will more substantially stepping down.

[Operator]

And our next question will come from Bernard McTernan from Needham & Company.

[Bernard McTernan, analyst]

Really appreciate all the color and data on the complex or simple declines or growth. I want to follow up on it. Just what was the shape of complex growth in Simple declines throughout the year? Just wanted to get a sense in terms of if trends were stabilizing or accelerating in a direction just as we use that to forecast '24. And then on the third bucket, the neutral, any specific examples you could provide in terms of what those gigs are predominantly? And over time, do you think the growth will move more like simpler complex or really stay kind of flat?

[Micha Kaufman, executive]

Thanks, Bernie. Nothing really specific to comment on shape, right? We're not -- we can't call any difference across the year. And it seems to be steady. We have a full year of analysis that is showing that. Obviously, we'll need to see how the future shapes up, but this is what we can call for now. In terms of the neutral bucket, essentially, these are categories that are not being affected. So essentially, their trends have nothing to do with the AI impact. So we don't see any material trend changes due to AI, whether because AI is not involved in it or because it's not just not impacting it -- so as to your second part of the question, will growth move to simple or complex. I think that at some point, every transformation, every technological transformation may plateau at some point, but we don't think that this is going to happen anytime soon. So our assumption is that some of the simple paths are going to be -- continue to be automated, which, by the way, is nothing new. I mean, it happened before even before AI, automation has been a part of our lives. And definitely, the more complex services is where I think the growth potential definitely lies. This is why we called out the fact that we're going to double down on these categories and services.

[Operator]

Thank you. our next question will come from Marvin Fong from BTIG.

[Marvin Fong, analyst]

So 2 for me. So first, just on enterprise, -- great to see adding over a dozen clients there. I just be interested if there was any additional color you could add about the pipeline that you see for this cohort? And can you speak to any -- what's kind of the size of the clients that are adopting this? Are they 500-plus employees or thousand-plus employee kind of organizations are very larger organizations? And then second question, just more of a housekeeping question, but I love to see the disclosure about AI being 4% of GMV. But just curious if since AI didn't really manifest itself until sort of, let's call it, May or June, was the percentage in the back half of the year actually higher? And -- or maybe you could kind of speak to fourth quarter? What was the impact just in that quarter? Just trying to get a sense of maybe what we're seeing currently.

[Micha Kaufman, executive]

Thanks for the questions. So on the first one, on the dozen clients, we've added to enterprise. So in Q4, we acquired three multinational enterprise clients, including 2 in the tech space and one in the manufacturing industry. And we also added about 10 midsized enterprises, including a few media companies. And just to give you a color on size, when we talk about large versus midsize, we categorize it below or above 3,000 employees. That hopefully is giving you color -- on the second part of your question, Well, we've been responding to the changes or the announcement of AI. I mean chat GPT was announced November of 2022. So as far as we've seen the impact have started at the back end of 2022. In the beginning of 2023, we were already with about 20 or 30 categories that we're dealing with AI-related services. So for us, it's really a full year effect -- that said, obviously, categories are very dynamic on the marketplace and outside of the marketplace, the demand for those, and they've been developing throughout the year. But we've been -- we have been talking about the net positive impact of AI throughout the year. And this is just our opportunity to wrap up on 2023 from a full year perspective and really calling and putting an actual number on it. Okay.

[Marvin Fong, analyst]

That's fair. Thanks so much, Neal. Appreciate it. Thanks, everyone.

[Operator]

Thank you. And our next question will come from Rohit Kulkarni from Roth MKM.

[Rohit Kulkarni, analyst]

Thank you for the extra color on GMV growth and the underlying layers. I guess just on metrics and how they affect our guidance for GMV. Anything you could provide to unpack a little bit more with regards to kind of trend in active buyers and spend per buyer as we think ahead, how that stacks up to help you accelerate GMV...

[Micha Kaufman, executive]

Yes. Thanks for the question. So essentially, I think as to active buyers, what we're seeing is what we've seen so far, meaning because of macro, there isn't any noticeable improvements in terms of our ability to increase those numbers in terms of quantity. And therefore, we are focused on the quality of those active buyers, which is everything we said about the high-value buyers. And obviously, if you continue to track those numbers, you see that the percentage that they contribute continues to increase steadily. So active buyer is going to be a similar trend as in 2023 and spend per buyer will accelerate in your year-over-year growth in comparison to 2023. So really, our focus on it is going to continue. If you're just calling out the contribution of higher value buyers, those who spend more than $500 with us, that cohort grew 4% year-over-year in 2023, which is -- which is significantly higher than the overall active buyer growth Yes. So that's how we view about 2024.

[Rohit Kulkarni, analyst]

Okay. Okay. That's very helpful color -- and then I guess I know there were a bunch of questions on this new disclosure around simple versus complex versus marketplace mix that you have. I think just on that, probably like as far as the mix going forward, anything noteworthy that you're assuming, assuming with regards to complex services that probably could be a bigger proportion of GMV going forward. And as a subquestion to that would be, are there any pricing or take rate differences as material differences across those 3 categories of GMV?

[Jinjin Qian, executive]

Rohit, this is Jinjin. Yes. So I think definitely, I think we mentioned in the shareholder letter as well. Complex services in '23 is already almost 1/3 of our marketplace in terms of GMV contribution and much higher than the simple services, which is around 23%. And yes, given the growth rate, right, 29% year-over-year growth, it is a big step up in terms of the overall percentage of GMV coming from those contract services. And we do expect that contribution continue to grow in the coming years.

[Rohit Kulkarni, analyst]

And any noticeable differences in take rate, Jinjin or anything...

[Jinjin Qian, executive]

Yes. So take rate, nothing really are different. We -- our entire marketplace takes very consistent, like just uniform take rates across the board. Yes, so 20% from the center side and then 5.5% from the buyer side, there's no difference in terms of the transactions.

[Operator]

Thank you. And I am shown no further questions from our phone lines. I'd now like to turn the conference back over to Mecha Kaufman for any closing remarks.

[Micha Kaufman, executive]

Thank you, Crystal, and thank you, everyone, for joining us today. We look forward to an exciting and successful year and hope to see you in person soon. Thank you. Have a great day.

[Operator]

Thank you. This concludes today's conference call. Thank you for your participation. You may now disconnect. Everyone, have a wonderful day.